{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":143,"total_is_capped":false,"direct_labels_cover":4,"predictions_cover":143,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"1d97073a53a9","filters":{"venue":"JAMA Otolaryngology–Head & Neck Surgery"}},"results":[{"id":"W2531910455","doi":"10.1001/jamaoto.2016.2981","title":"Optimal Perioperative Care in Major Head and Neck Cancer Surgery With Free Flap Reconstruction","year":2016,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":496,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Research Manitoba; University of Alberta; Alberta Health; University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Head and neck cancer; Neck dissection; Laryngectomy; Randomized controlled trial; Surgery; Systematic review; Perioperative; Population; Lymphadenectomy; Evidence-based medicine; General surgery; MEDLINE; Cancer; Larynx; Radiation therapy","authors":[{"name":"Joseph C. Dort","is_ca":true},{"name":"D. Gregory Farwell","is_ca":false},{"name":"Merran Findlay","is_ca":false},{"name":"Gerhard Huber","is_ca":false},{"name":"Paul Kerr","is_ca":true},{"name":"Melissa Shea‐Budgell","is_ca":true},{"name":"Christian Simon","is_ca":false},{"name":"Jeffrey Uppington","is_ca":false},{"name":"David Zygun","is_ca":true},{"name":"Olle Ljungqvist","is_ca":false},{"name":"Jeffrey Harris","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0229296417597439,"gpt":0.2968723644562269,"spread":0.273942722696483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001115172,0.001490313,0.007454947,0.001991341,0.0002661338,0.0001197151,0.0002830835,0.001851085,0.000460815],"category_scores_gemma":[0.0006888954,0.001069416,0.001613728,0.0009805188,0.001099312,0.0007542157,0.0002457399,0.001887499,0.00003716792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007918025,"about_ca_system_score_gemma":0.002844411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000442701,"about_ca_topic_score_gemma":0.0006048356,"domain_scores_codex":[0.9932167,0.001094134,0.002017653,0.00195441,0.0004319166,0.001285166],"domain_scores_gemma":[0.9947934,0.00185345,0.0009750389,0.001414575,0.0005188084,0.0004447374],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000680999,0.00009201774,0.1722533,0.01782199,0.0008606825,0.001905951,0.0001706654,1.146276e-7,0.00001942332,0.000019956,0.001224049,0.8049509],"study_design_scores_gemma":[0.002049934,0.000268838,0.03101357,0.181934,0.001378546,0.02933862,0.0002501059,0.000001980673,0.0002619381,0.00001349319,0.7515372,0.001951813],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3800101,0.6163119,0.00001354166,0.0001488006,0.0007028201,0.00188699,0.0002784238,0.0001997152,0.0004477235],"genre_scores_gemma":[0.001332901,0.9930922,0.00168036,0.0002354246,0.0007347466,0.00188343,0.0004425241,0.0002729579,0.0003254144],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8029991,"threshold_uncertainty_score":0.9997846,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2149366965","doi":"10.1001/jamaoto.2015.1508","title":"Oncologic Outcomes After Transoral Robotic Surgery","year":2015,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":304,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"National Cancer Institute","keywords":"Medicine; Transoral robotic surgery; Proportional hazards model; Radiation therapy; Head and neck cancer; Neck dissection; Retrospective cohort study; Surgery; Survival analysis; Medical record; Multivariate analysis; Internal medicine; Cancer; Oncology","authors":[{"name":"John R. de Almeida","is_ca":true},{"name":"Ryan Li","is_ca":false},{"name":"J. Scott Magnuson","is_ca":false},{"name":"Richard V. Smith","is_ca":false},{"name":"Eric J. Moore","is_ca":false},{"name":"Georges Lawson","is_ca":false},{"name":"Marc Remacle","is_ca":false},{"name":"Ian Ganly","is_ca":false},{"name":"Dennis H. Kraus","is_ca":false},{"name":"Marita S. Teng","is_ca":false},{"name":"Brett A. Miles","is_ca":false},{"name":"Hilliary N. White","is_ca":false},{"name":"Umamaheswar Duvvuri","is_ca":false},{"name":"Robert L. Ferris","is_ca":false},{"name":"Vikas Mehta","is_ca":false},{"name":"K. Kiyosaki","is_ca":false},{"name":"Edward J. Damrose","is_ca":false},{"name":"Steven J. Wang","is_ca":false},{"name":"Michael E. Kupferman","is_ca":false},{"name":"Yoon Woo Koh","is_ca":false},{"name":"Eric M. Genden","is_ca":false},{"name":"F. Christopher Holsinger","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06527293786796297,"gpt":0.312734270753836,"spread":0.2474613328858731,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001528794,0.0006348378,0.002990702,0.0005752029,0.0001522856,0.00005007746,0.0001730182,0.0006153994,0.0004049062],"category_scores_gemma":[0.001744309,0.0005047678,0.0009811678,0.0006497508,0.000404073,0.0003858834,0.0001149309,0.0007992671,0.0005657444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00032359,"about_ca_system_score_gemma":0.0009529951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001883543,"about_ca_topic_score_gemma":0.0002095893,"domain_scores_codex":[0.9956387,0.0004000003,0.001144945,0.0008517742,0.0006519626,0.001312572],"domain_scores_gemma":[0.9957049,0.002148302,0.0002259415,0.0007787899,0.0003351274,0.0008069514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001417054,0.0005183492,0.9168198,0.0003489966,0.000274522,0.004466815,0.0003738725,0.000004718466,0.0000518759,0.00002307022,0.07052915,0.005171806],"study_design_scores_gemma":[0.00172131,0.0002856576,0.9642776,0.0005041441,0.0002528943,0.0008959449,0.0001432811,0.0000603153,0.0001018549,0.0001025967,0.03110883,0.0005455587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9715877,0.004450439,0.00003800572,0.01677,0.002489054,0.0006055839,0.00002116752,0.0004286199,0.00360941],"genre_scores_gemma":[0.9851918,0.0004059507,0.0004236707,0.01120916,0.0006427264,0.0003855466,0.00007197393,0.00009324683,0.001575967],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04745784,"threshold_uncertainty_score":0.9997404,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1532585055","doi":"10.1001/jamaoto.2015.1351","title":"Early Oral Tongue Squamous Cell Carcinoma","year":2015,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"National Cancer Institute","keywords":"Tongue; Medicine; Neck dissection; Stage (stratigraphy); Retrospective cohort study; Basal cell; Glossectomy; Surgery; Lymphovascular invasion; Cancer; Internal medicine; Metastasis; Pathology","authors":[{"name":"Jessica H. Maxwell","is_ca":false},{"name":"Lester D.�R. Thompson","is_ca":false},{"name":"Margaret Brandwein‐Gensler","is_ca":false},{"name":"Bernhard G. Weiss","is_ca":false},{"name":"Martin Canis","is_ca":false},{"name":"Bibianna Purgina","is_ca":true},{"name":"Arpan V. Prabhu","is_ca":false},{"name":"Chi Lai","is_ca":true},{"name":"Yongli Shuai","is_ca":false},{"name":"William R. Carroll","is_ca":false},{"name":"Anthony B. Morlandt","is_ca":false},{"name":"Umamaheswar Duvvuri","is_ca":false},{"name":"Seungwon Kim","is_ca":false},{"name":"Jonas T. Johnson","is_ca":false},{"name":"Robert L. Ferris","is_ca":false},{"name":"Raja R. Seethala","is_ca":false},{"name":"Simion I. Chiosea","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04318897403476381,"gpt":0.2840078517548422,"spread":0.2408188777200784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008426607,0.0004893684,0.00150663,0.0003729997,0.0001766973,0.0000495081,0.0002020793,0.0004790838,0.0001831097],"category_scores_gemma":[0.0007710762,0.0004348932,0.0004186177,0.0005475623,0.0002702581,0.0003005391,0.0001893394,0.0007522649,0.0006629323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002354787,"about_ca_system_score_gemma":0.0007496375,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001249637,"about_ca_topic_score_gemma":0.0001543191,"domain_scores_codex":[0.9965965,0.0002407357,0.000749616,0.0007518659,0.0005550882,0.001106158],"domain_scores_gemma":[0.9972108,0.0005803655,0.0001910487,0.0007961668,0.0004026113,0.0008190337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008614382,0.0003847987,0.8668398,0.0003121896,0.00004607622,0.002966593,0.0008404604,7.895501e-7,0.0006916091,0.00004001865,0.1247867,0.002229495],"study_design_scores_gemma":[0.003473141,0.0008754361,0.9405091,0.000148372,0.0001420211,0.0007866777,0.0002134704,0.00007014626,0.002068319,0.00005561196,0.05117909,0.0004785713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9657881,0.003941714,0.00001029477,0.00300111,0.001521989,0.0005286335,0.00002688905,0.0002956342,0.0248856],"genre_scores_gemma":[0.9920731,0.0000576778,0.0002952558,0.003685852,0.0008683457,0.0001250882,0.00006646012,0.00009254196,0.002735672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07366931,"threshold_uncertainty_score":0.9998103,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2107923184","doi":"10.1001/jamaoto.2013.1802","title":"Comparison of Fibular and Scapular Osseous Free Flaps for Oromandibular Reconstruction","year":2013,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":113,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Waterloo; London Health Sciences Centre; Western University","funders":"","keywords":"Medicine; Free flap; Surgery; Mandible (arthropod mouthpart); Angle of the mandible; Demographics; Soft tissue; Fibula; Scapula; Dentistry; Tibia; Molar","authors":[{"name":"Samuel Dowthwaite","is_ca":true},{"name":"Julie Theurer","is_ca":true},{"name":"Mathieu Belzile","is_ca":true},{"name":"Kevin Fung","is_ca":true},{"name":"Jason Franklin","is_ca":true},{"name":"Anthony C. Nichols","is_ca":true},{"name":"John Yoo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02235152849190537,"gpt":0.2891601809270752,"spread":0.2668086524351699,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000830163,0.0003919599,0.001692957,0.000514652,0.0001814302,0.00004755204,0.0001600765,0.000601491,0.0002627406],"category_scores_gemma":[0.001048758,0.0003706811,0.0005717328,0.0002819386,0.0005885091,0.0004675852,0.0001075047,0.0004247808,0.00001806026],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006152302,"about_ca_system_score_gemma":0.0001298052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001761073,"about_ca_topic_score_gemma":0.00001218042,"domain_scores_codex":[0.9972237,0.0002007415,0.001090251,0.0006650246,0.0002388095,0.0005815244],"domain_scores_gemma":[0.9971781,0.0007606944,0.0004632088,0.0008697645,0.0004884505,0.0002398197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000356451,0.0002222577,0.8470756,0.001056185,0.0004131611,0.00005735211,0.00009826796,6.487358e-7,0.08084886,0.0002357687,0.01161638,0.05801906],"study_design_scores_gemma":[0.002680738,0.0006418376,0.6799027,0.001501682,0.0004714191,0.007117975,0.000282402,0.0007134428,0.2901003,0.004125565,0.01172766,0.0007342659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914892,0.003210855,0.001773821,0.0006031888,0.000518649,0.001728048,0.00004174034,0.0002124313,0.0004220126],"genre_scores_gemma":[0.9851165,0.0002973437,0.01348531,0.0002532288,0.0002110698,0.0003238599,0.0001436823,0.00006649244,0.0001025282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2092514,"threshold_uncertainty_score":0.9998745,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2363331911","doi":"10.1001/jamaoto.2016.0707","title":"Assessment of the Predictive Value of the Modified Frailty Index for Clavien-Dindo Grade IV Critical Care Complications in Major Head and Neck Cancer Operations","year":2016,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":98,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Head and neck cancer; Logistic regression; Quality of life (healthcare); Frailty Index; Head and neck; Intensive care unit; Retrospective cohort study; General surgery; Surgery; Internal medicine; Emergency medicine; Cancer","authors":[{"name":"Nicholas B. Abt","is_ca":false},{"name":"Jeremy D. Richmon","is_ca":false},{"name":"Wayne M. Koch","is_ca":false},{"name":"David W. Eisele","is_ca":false},{"name":"Nishant Agrawal","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04162164041825575,"gpt":0.3518159638012148,"spread":0.310194323382959,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003579652,0.0002624226,0.0007430445,0.0001785432,0.0002212809,0.00001551585,0.0003035651,0.000332865,0.00002933931],"category_scores_gemma":[0.001615032,0.0001522369,0.0002775394,0.0004494995,0.0008815748,0.0001909218,0.0001950733,0.0004569161,8.091134e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002501192,"about_ca_system_score_gemma":0.0007731593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009908571,"about_ca_topic_score_gemma":0.001945943,"domain_scores_codex":[0.9974894,0.0003474166,0.000827695,0.0005047183,0.0003861167,0.0004446632],"domain_scores_gemma":[0.9960056,0.002211017,0.0001897671,0.0009099579,0.0005444773,0.0001392113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001665731,0.000402323,0.9849198,0.0005482863,0.0001006181,0.000004119458,0.0005952857,0.0001316045,0.006092303,0.005019411,0.001022925,0.0009966925],"study_design_scores_gemma":[0.002944391,0.0001459299,0.9870325,0.001974628,0.0001476829,0.0000554813,0.0001997857,0.004747375,0.001857644,0.0004108155,0.0003286663,0.0001550687],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9617879,0.0005259665,0.001172135,0.03263396,0.0004170311,0.002211176,0.0008926881,0.00003075772,0.0003283544],"genre_scores_gemma":[0.9968078,0.00006686815,0.0005571021,0.00111671,0.00011177,0.001152018,0.00003509832,0.0000380177,0.0001146408],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03501984,"threshold_uncertainty_score":0.6208039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2776941158","doi":"10.1001/jamaoto.2017.2618","title":"Indirect vs Direct Voice Therapy for Children With Vocal Nodules","year":2017,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Voice and Speech Disorders","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Voice therapy; Randomized controlled trial; Voice Training; Population; Quality of life (healthcare); Observational study; Audiology; Physical therapy; Surgery; Internal medicine","authors":[{"name":"Christopher J. Hartnick","is_ca":false},{"name":"Catherine Ballif","is_ca":false},{"name":"Vanessa de Guzman","is_ca":false},{"name":"Robert T. Sataloff","is_ca":false},{"name":"Paolo Campisi","is_ca":true},{"name":"Joseph E. Kerschner","is_ca":false},{"name":"Adrianna C. Shembel","is_ca":false},{"name":"Domenic J. Reda","is_ca":false},{"name":"Helen Shi","is_ca":false},{"name":"Elinore Zacny","is_ca":false},{"name":"Glenn Bunting","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02462008121846829,"gpt":0.2831746788219784,"spread":0.2585545976035101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007717077,0.0004829559,0.001295916,0.0002983542,0.0007325592,0.0001633791,0.0004064546,0.000471528,0.0001202511],"category_scores_gemma":[0.000985474,0.0003693712,0.0004837923,0.0001588401,0.0004397051,0.0004754119,0.00008000189,0.0005194491,0.0001398783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005191018,"about_ca_system_score_gemma":0.0003168169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003852787,"about_ca_topic_score_gemma":0.0003935678,"domain_scores_codex":[0.9973233,0.000118735,0.0004787677,0.0008075417,0.0003751057,0.0008965592],"domain_scores_gemma":[0.9970324,0.0006910756,0.000394004,0.001376571,0.000213512,0.0002924188],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003252175,0.0004525897,0.9457163,0.0001213452,0.0006193049,0.0001930526,0.0001201361,7.259769e-7,0.0003424076,0.00001991651,0.02566747,0.02349453],"study_design_scores_gemma":[0.004315808,0.0007028754,0.9631157,0.000348317,0.0001623147,0.0005206431,0.00002821016,0.00004440103,0.002391401,0.00004689663,0.02787357,0.0004498656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853756,0.001156625,0.00004657658,0.006899645,0.0003966239,0.001479168,0.00006785888,0.0002611869,0.004316689],"genre_scores_gemma":[0.9916443,0.000705834,0.0007035985,0.004316147,0.0007987195,0.0003151407,0.0002723166,0.0001235402,0.0011204],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02304466,"threshold_uncertainty_score":0.9998758,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2263355878","doi":"10.1001/jamaoto.2015.3171","title":"Depression and Survival in Patients With Head and Neck Cancer","year":2016,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Cancer survivorship and care","field":"Medicine","cited_by":94,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"PsycINFO; Medicine; Observational study; MEDLINE; CINAHL; Depression (economics); Head and neck cancer; Internal medicine; Psychiatry; Cancer; Psychological intervention","authors":[{"name":"Brittany Barber","is_ca":true},{"name":"Jace Dergousoff","is_ca":true},{"name":"Linda Slater","is_ca":true},{"name":"Jeffrey Harris","is_ca":true},{"name":"Daniel A. O’Connell","is_ca":true},{"name":"Hamdy El‐Hakim","is_ca":true},{"name":"Vincent L. Biron","is_ca":true},{"name":"Nicholas Mitchell","is_ca":true},{"name":"Hadi Seikaly","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02396978927461415,"gpt":0.2992165189073388,"spread":0.2752467296327247,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000506886,0.0008290957,0.003800436,0.0006233922,0.0001051006,0.00005341394,0.0001469373,0.001011818,0.0001581998],"category_scores_gemma":[0.0001934105,0.0005396247,0.0003232212,0.0004936783,0.0002681284,0.0002475865,0.0002186908,0.0009796015,0.00001799518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002396174,"about_ca_system_score_gemma":0.0006138401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001302496,"about_ca_topic_score_gemma":0.00335088,"domain_scores_codex":[0.9961434,0.0004400903,0.000929565,0.001198067,0.0004777891,0.0008111118],"domain_scores_gemma":[0.9972574,0.0009703973,0.0004667364,0.0007058196,0.0001709841,0.0004286446],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004220108,0.00008821389,0.5630037,0.009888832,0.000119211,0.0001957576,0.00004492652,9.09705e-9,1.23186e-7,0.000003764376,0.0005067138,0.4257268],"study_design_scores_gemma":[0.001733215,0.0001299513,0.5222317,0.06101476,0.0003278882,0.0001219148,0.00000733528,5.380556e-7,4.117608e-7,0.000004079568,0.4139706,0.0004576095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.402244,0.5956538,0.000001033045,0.0001125469,0.0006613593,0.0008518189,0.0001387973,0.00005094712,0.0002856902],"genre_scores_gemma":[0.01616015,0.9817893,0.00001781319,0.0003736569,0.000458752,0.0004499083,0.0002951498,0.0001584318,0.0002968737],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4252692,"threshold_uncertainty_score":0.9997056,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3217608863","doi":"10.1001/jamaoto.2021.3387","title":"Diagnostic Test Accuracy of Ultrasonography vs Computed Tomography for Papillary Thyroid Cancer Cervical Lymph Node Metastasis","year":2021,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Medicine; Papillary thyroid cancer; Thyroid cancer; Radiology; Meta-analysis; Lymph node; Thyroid; Internal medicine","authors":[{"name":"Mostafa Alabousi","is_ca":true},{"name":"Abdullah Alabousi","is_ca":true},{"name":"Sami Adham","is_ca":true},{"name":"Alex Pozdnyakov","is_ca":true},{"name":"Sherif Ramadan","is_ca":true},{"name":"Hanu Chaudhari","is_ca":true},{"name":"James Young","is_ca":true},{"name":"Michael K. Gupta","is_ca":true},{"name":"Srinivasan Harish","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04067802373745699,"gpt":0.3277606782740807,"spread":0.2870826545366237,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0007443352,0.00169459,0.009757991,0.001501878,0.0002504928,0.0001073013,0.0005569198,0.001422662,0.0003589203],"category_scores_gemma":[0.005073794,0.001405513,0.006930752,0.002755283,0.0004491693,0.0002361178,0.0002554122,0.0009495949,0.00002569965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004209654,"about_ca_system_score_gemma":0.00209334,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003986048,"about_ca_topic_score_gemma":0.00005977628,"domain_scores_codex":[0.9923218,0.00065283,0.002853318,0.001940617,0.0007509092,0.001480526],"domain_scores_gemma":[0.9486431,0.04634126,0.001812893,0.001748651,0.0007460105,0.0007080823],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002603306,0.003780685,0.3585143,0.1154109,0.008631011,0.001740764,0.00005641603,0.000003539916,0.000006850461,0.0000738041,0.03663571,0.4748857],"study_design_scores_gemma":[0.002913299,0.0005182943,0.1183905,0.111747,0.01517499,0.001201542,0.00002200335,0.00001265031,0.00009475452,0.00001480351,0.7485919,0.001318301],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01543959,0.9737259,0.00003726402,0.0009732587,0.001275069,0.003821243,0.004413534,0.0002294776,0.00008466476],"genre_scores_gemma":[0.004168794,0.9799526,0.00125457,0.001535168,0.001061345,0.006451133,0.005225005,0.000326029,0.00002540552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7119562,"threshold_uncertainty_score":0.9998737,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"systematic_review","genre":"review","about_ca_system":false,"about_ca_topic":false,"confidence":"high"}],"label_agreement":"agree"},{"id":"W3025282211","doi":"10.1001/jamaoto.2020.0674","title":"Health-Related Quality of Life Changes Associated With Hearing Loss","year":2020,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Hospital for Sick Children; McMaster University; University Health Network; University of Toronto; Hamilton Utilities Corporation; Toronto Public Health","funders":"","keywords":"Hearing loss; Quality of life (healthcare); Medicine; Referral; MEDLINE; Hearing aid; Audiology; Rehabilitation; Minimum Data Set; Time-trade-off; Gerontology; Family medicine; Physical therapy; Nursing","authors":[{"name":"Peter R. Dixon","is_ca":true},{"name":"David Feeny","is_ca":true},{"name":"George Tomlinson","is_ca":true},{"name":"Sharon L. Cushing","is_ca":true},{"name":"Joseph M. Chen","is_ca":true},{"name":"Murray Krahn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1350309838285877,"gpt":0.3494294309538741,"spread":0.2143984471252864,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003149093,0.0008028607,0.006495665,0.0005878961,0.0003027451,0.00007889433,0.0005142216,0.001141344,0.00005649554],"category_scores_gemma":[0.01681123,0.0006413053,0.0009148555,0.001999793,0.0004355444,0.0002361494,0.0002453233,0.001740204,0.00008133225],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005387694,"about_ca_system_score_gemma":0.0018175,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007774213,"about_ca_topic_score_gemma":0.0001431074,"domain_scores_codex":[0.9891528,0.004810384,0.002749023,0.001460765,0.0007753898,0.001051671],"domain_scores_gemma":[0.9849217,0.01064326,0.002896167,0.0008231761,0.0001621326,0.000553568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000373217,0.001157582,0.03464778,0.1185937,0.0006962993,0.0008360281,0.001159846,0.000008097044,0.0002386375,0.0007185022,0.002156713,0.8394136],"study_design_scores_gemma":[0.002399703,0.001591465,0.2821528,0.1303941,0.0006154369,0.0008648534,0.000066279,0.0001240917,0.00006838154,0.0001896242,0.5778841,0.00364921],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2661546,0.7263193,0.00000681999,0.004521337,0.0006775721,0.001583797,0.0002203196,0.0003705996,0.0001457387],"genre_scores_gemma":[0.05412088,0.943532,0.00005463768,0.001300708,0.000198271,0.0002331457,0.0002009735,0.0001920671,0.0001673559],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8357643,"threshold_uncertainty_score":0.9996038,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1527088201","doi":"10.1001/jamaoto.2013.3210","title":"High Frequency of Activating &lt;emph type=\"ital\"&gt;PIK3CA&lt;/emph&gt; Mutations in Human Papillomavirus–Positive Oropharyngeal Cancer&lt;alt-title&gt;&lt;emph type=\"ital\"&gt;PIK3CA&lt;/emph&gt; in HPV+ Oropharyngeal Squamous Cell Carcinoma&lt;/alt-title&gt;","year":2013,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"PI3K/AKT/mTOR signaling in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":84,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Victoria Hospital","funders":"","keywords":"Sanger sequencing; Mutation; Gene; Cancer; Oncogene; Head and neck squamous-cell carcinoma; Polymerase chain reaction; Human papillomavirus; Cancer research; Genotype; Stop codon; Molecular biology; Biology; Head and neck cancer; Medicine; Genetics; Internal medicine; Cell cycle","authors":[{"name":"Anthony C. Nichols","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01403106833917789,"gpt":0.2564929254749554,"spread":0.2424618571357776,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0009295153,0.001298875,0.001946197,0.0009083186,0.0004062075,0.0001541714,0.001162304,0.001582462,0.003268784],"category_scores_gemma":[0.0005819497,0.001398365,0.0006152708,0.001457628,0.0007296844,0.0002251151,0.0005473751,0.001150782,0.0007608404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007930132,"about_ca_system_score_gemma":0.001519028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001931283,"about_ca_topic_score_gemma":0.00169488,"domain_scores_codex":[0.9923146,0.0007775152,0.002080149,0.002030317,0.0008780116,0.001919432],"domain_scores_gemma":[0.9951953,0.0006718618,0.001104383,0.001594848,0.0008979001,0.0005357345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003321145,0.0007422632,0.04108082,0.0005291859,0.0002587193,0.0006564384,0.0004034754,0.0001614793,0.9242862,0.0006138766,0.02709406,0.003841298],"study_design_scores_gemma":[0.01071417,0.002827103,0.4057174,0.001704234,0.0007240062,0.000580054,0.0002464346,0.001675328,0.5128894,0.001479847,0.05434963,0.007092354],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9697682,0.01122394,0.00004163616,0.0003100419,0.002431532,0.001370491,0.0005889144,0.0001629919,0.0141023],"genre_scores_gemma":[0.9916317,0.0006071714,0.0007039835,0.0007458936,0.001411735,0.0004703385,0.001536236,0.0003618764,0.002531076],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4113968,"threshold_uncertainty_score":0.9999763,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2146338510","doi":"10.1001/jamaoto.2013.1369","title":"The Significance of Streptococcus anginosus Group in Intracranial Complications of Pediatric Rhinosinusitis","year":2013,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":83,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Streptococcus anginosus; Medicine; Sinusitis; Internal medicine; Antibiotics; Retrospective cohort study; Surgery; Streptococcus; Microbiology; Bacteria; Biology","authors":[{"name":"Michael W. Deutschmann","is_ca":true},{"name":"Devon Livingstone","is_ca":false},{"name":"John J. Cho","is_ca":false},{"name":"Otto G. Vanderkooi","is_ca":false},{"name":"James Brookes","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01812187262201883,"gpt":0.2611280034279036,"spread":0.2430061308058848,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004218596,0.0002039366,0.0006612546,0.0003989377,0.0001382189,0.00002238796,0.0001991771,0.0002244693,0.0002405907],"category_scores_gemma":[0.0004550324,0.0001670999,0.0002588314,0.0009036234,0.0003441111,0.0002042428,0.00006040236,0.0003999848,0.00004854402],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005864641,"about_ca_system_score_gemma":0.0001988365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009515723,"about_ca_topic_score_gemma":0.0002229183,"domain_scores_codex":[0.9978086,0.0001947288,0.0009594242,0.0003293167,0.0002702146,0.0004377696],"domain_scores_gemma":[0.9964372,0.002098792,0.0004005075,0.0005857809,0.0003417555,0.0001359938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000921553,0.0004198127,0.9817489,0.0001692568,0.00004695954,0.00009917631,0.00007958866,0.000002217975,0.006138594,0.000989952,0.00685662,0.003356736],"study_design_scores_gemma":[0.0007942968,0.0001401016,0.9974996,0.00012942,0.00006727839,0.0001387567,0.00007355044,0.00017365,0.0004086076,0.00017738,0.0002539776,0.0001433352],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955633,0.0007399034,0.00005582277,0.001124165,0.0002546244,0.001288866,0.0001012155,0.00004706012,0.0008250273],"genre_scores_gemma":[0.9983967,0.0001746192,0.0002556776,0.0003095845,0.0002688073,0.0004128878,0.0001103802,0.00002670186,0.00004467328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01575072,"threshold_uncertainty_score":0.6814138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2907876504","doi":"10.1001/jamaoto.2018.3820","title":"Risk Factors Associated With Postoperative Delirium in Patients Undergoing Head and Neck Free Flap Reconstruction","year":2019,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":65,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; Toronto East General Hospital","funders":"","keywords":"Medicine; Odds ratio; Retrospective cohort study; Head and neck cancer; Logistic regression; Delirium; Surgery; Medical record; Internal medicine; Radiation therapy; Intensive care medicine","authors":[{"name":"Jaron Densky","is_ca":false},{"name":"Antoine Eskander","is_ca":true},{"name":"Stephen Y. Kang","is_ca":false},{"name":"Jon Chan","is_ca":false},{"name":"Ben Tweel","is_ca":false},{"name":"Jigar Sitapara","is_ca":false},{"name":"Enver Özer","is_ca":false},{"name":"Amit Agrawal","is_ca":false},{"name":"Ricardo L. Carrau","is_ca":false},{"name":"James W. Rocco","is_ca":false},{"name":"Ted Teknos","is_ca":false},{"name":"Matthew Old","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01279078865100797,"gpt":0.2318169257255677,"spread":0.2190261370745597,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003703253,0.0004651084,0.001044977,0.0006802474,0.0001496921,0.00004486397,0.0001007873,0.0004991421,0.0001299597],"category_scores_gemma":[0.01787824,0.0004061747,0.0001740338,0.0005701249,0.000276588,0.0004899803,0.0001003453,0.001023303,0.00003636475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003296598,"about_ca_system_score_gemma":0.0003068054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004512063,"about_ca_topic_score_gemma":0.001633237,"domain_scores_codex":[0.9971265,0.0004810339,0.0006129214,0.0007422319,0.0003503936,0.0006869862],"domain_scores_gemma":[0.9928173,0.001825994,0.0003785606,0.0004330652,0.004347479,0.0001975432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001187584,0.000229675,0.9947071,0.00007916718,0.0002920929,0.00009515762,0.0005636527,0.000004885019,0.000152965,0.00001409581,0.001510868,0.001162736],"study_design_scores_gemma":[0.007151834,0.001120986,0.9863937,0.001818149,0.0001228143,0.00007682662,0.002260655,0.0001618426,0.000346949,0.00005130121,0.00005878026,0.0004361776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953033,0.0001220289,0.000009271652,0.001128018,0.0006379628,0.001178804,0.000109039,0.0001085547,0.001402966],"genre_scores_gemma":[0.9921477,0.00006606086,0.00007882278,0.006908868,0.0000385319,0.00003164091,0.0005268253,0.0000784416,0.0001231018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01750791,"threshold_uncertainty_score":0.999839,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921636492","doi":"10.1001/jamaoto.2018.4515","title":"Outcomes of Cutaneous Squamous Cell Carcinoma in the Head and Neck Region With Regional Lymph Node Metastasis","year":2019,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McMaster University; Impact; Western University","funders":"","keywords":"Medicine; Observational study; Oncology; Hazard ratio; Internal medicine; CINAHL; Randomized controlled trial; Meta-analysis; Head and neck squamous-cell carcinoma; Lymph node; Head and neck cancer; Radiation therapy; Confidence interval; Psychological intervention","authors":[{"name":"Axel Sahovaler","is_ca":true},{"name":"Rohin J. Krishnan","is_ca":true},{"name":"David H. Yeh","is_ca":true},{"name":"Qi Zhou","is_ca":true},{"name":"David A. Palma","is_ca":true},{"name":"Kevin Fung","is_ca":true},{"name":"John Yoo","is_ca":true},{"name":"Anthony C. Nichols","is_ca":true},{"name":"S. Danielle MacNeil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05859352086512751,"gpt":0.3048440357831579,"spread":0.2462505149180304,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000738649,0.001204952,0.007033878,0.0009288217,0.0001384301,0.00003944264,0.0004948681,0.0008500892,0.0000281587],"category_scores_gemma":[0.0003359671,0.0007422863,0.001108677,0.0009047979,0.0006466434,0.0001499876,0.0002541829,0.001208823,0.00003741306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003429603,"about_ca_system_score_gemma":0.001061157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007768621,"about_ca_topic_score_gemma":0.0001789551,"domain_scores_codex":[0.9943048,0.0008769014,0.001720855,0.001301401,0.0008065118,0.0009895262],"domain_scores_gemma":[0.9913051,0.005291934,0.001290442,0.001734178,0.000188831,0.0001895063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006267737,0.0004686804,0.89058,0.04357639,0.000524397,0.008310343,0.0003148951,0.000001069729,3.003681e-7,0.00002860804,0.004586452,0.05098207],"study_design_scores_gemma":[0.002620892,0.0004997766,0.6350114,0.01383867,0.00340344,0.03405581,0.000150952,0.000005736016,0.000002580423,0.00001143387,0.3094992,0.0009000959],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.3498009,0.6465795,0.000002105506,0.0008286332,0.0002543204,0.001557062,0.00006449949,0.00003400322,0.0008789436],"genre_scores_gemma":[0.172511,0.8243457,0.0002388309,0.001417888,0.0002652763,0.0004468465,0.0002120636,0.0001957488,0.0003666997],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3049127,"threshold_uncertainty_score":0.9995028,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3081104951","doi":"10.1001/jamaoto.2020.1584","title":"Assessment of Speech Understanding After Cochlear Implantation in Adult Hearing Aid Users","year":2020,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":58,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"University of California, San Francisco; York University; Ohio State University","keywords":"Candidacy; Cochlear implant; Audiology; Medicine; Hearing aid; Speech perception; Rehabilitation; Consonant; Hearing loss; Cochlear implantation; Physical therapy; Psychology; Vowel; Perception","authors":[{"name":"Craig A. Buchman","is_ca":false},{"name":"Jacques A. Herzog","is_ca":false},{"name":"Jonathan McJunkin","is_ca":false},{"name":"Cameron C. Wick","is_ca":false},{"name":"Nedim Durakovic","is_ca":false},{"name":"Jill B. Firszt","is_ca":false},{"name":"Dorina Kallogjeri","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06459028209455554,"gpt":0.3073810166007535,"spread":0.2427907345061979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00056211,0.0002004162,0.0004962292,0.0003055804,0.00009174197,0.00005734721,0.00014097,0.0002081162,0.00006565089],"category_scores_gemma":[0.001387969,0.0001993241,0.0001556718,0.0006503997,0.0001605815,0.000460939,0.00008616198,0.0004644176,0.00002275817],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002032394,"about_ca_system_score_gemma":0.0001489002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001765885,"about_ca_topic_score_gemma":0.00003911525,"domain_scores_codex":[0.9974967,0.0004129344,0.0006824658,0.0005788104,0.0003728949,0.0004562477],"domain_scores_gemma":[0.9978222,0.001546919,0.0001929676,0.0002304319,0.00005524592,0.000152253],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002279459,0.00008022027,0.8578838,0.000479631,0.0000072934,0.0003209697,0.0008477675,0.0001292457,0.1377427,0.001432514,0.0000773541,0.0007705631],"study_design_scores_gemma":[0.0006374342,0.0001240214,0.9854314,0.0003575407,0.000009336648,0.00006573225,0.0003334073,0.004253276,0.008283352,0.0002304646,0.00006168619,0.0002123582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954811,0.00001516105,0.0004770305,0.002609933,0.0003003791,0.0003644334,0.00001724372,0.00008121218,0.000653456],"genre_scores_gemma":[0.9970034,0.00005388322,0.0007583857,0.001996863,0.00009752579,0.00003976968,0.000009504806,0.00003186781,0.000008781989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1294593,"threshold_uncertainty_score":0.81282,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2770366521","doi":"10.1001/jamaoto.2017.2235","title":"Association of Neurocognitive Deficits With Radiotherapy or Chemoradiotherapy for Patients With Head and Neck Cancer","year":2017,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Cancer-related cognitive impairment studies","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University Health Network; McMaster University; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Neurocognitive; Head and neck cancer; Chemoradiotherapy; Radiation therapy; Medicine; Head and neck; Oncology; Association (psychology); Internal medicine; Psychology; Surgery; Cognition; Psychiatry; Psychotherapist","authors":[{"name":"Alona Zer","is_ca":true},{"name":"Gregory R. Pond","is_ca":true},{"name":"Albiruni R. Abdul Razak","is_ca":true},{"name":"Kattleya Tirona","is_ca":true},{"name":"Hui Gan","is_ca":true},{"name":"Eric X. Chen","is_ca":true},{"name":"Brian O’Sullivan","is_ca":true},{"name":"John Waldron","is_ca":true},{"name":"David P. Goldstein","is_ca":true},{"name":"Ilan Weinreb","is_ca":true},{"name":"Andrew Hope","is_ca":true},{"name":"John J. Kim","is_ca":true},{"name":"Kelvin Chan","is_ca":true},{"name":"Andrew K. Chan","is_ca":true},{"name":"Lillian L. Siu","is_ca":true},{"name":"Lori J. Bernstein","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01905672047794205,"gpt":0.2912204859756622,"spread":0.2721637654977202,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003015176,0.0004331874,0.001361757,0.0002261464,0.0004323237,0.0000626481,0.0001161551,0.0002821534,0.00008150988],"category_scores_gemma":[0.0007722794,0.0003088317,0.0001539021,0.0001962045,0.0003658868,0.0003908267,0.00003722161,0.0003373703,0.000001592773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000308443,"about_ca_system_score_gemma":0.0003448683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002705999,"about_ca_topic_score_gemma":0.0005666248,"domain_scores_codex":[0.9977552,0.00008988123,0.0004797157,0.0006270342,0.0004290172,0.0006191707],"domain_scores_gemma":[0.9962962,0.001093824,0.001007755,0.0004121313,0.001024596,0.0001655063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02179542,0.0005662739,0.9564885,0.0004814695,0.001499275,0.00005417491,0.0003393765,0.000001407784,0.0001745356,0.000003676848,0.003087464,0.01550836],"study_design_scores_gemma":[0.0181414,0.003187127,0.9723047,0.001727589,0.0004659314,0.00005905829,0.00004409188,0.00007805628,0.0007699743,0.000007663349,0.002851085,0.0003633017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9918649,0.0007793003,0.00008986042,0.00392165,0.0002799231,0.002517971,0.0002323793,0.00007216286,0.0002419003],"genre_scores_gemma":[0.993194,0.001868302,0.0007563671,0.002171646,0.0003277269,0.0007253964,0.00007544415,0.0001180322,0.0007630737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01581615,"threshold_uncertainty_score":0.9999364,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2002693122","doi":"10.1001/jamaoto.2015.0468","title":"Correlations Between Acoustic Rhinometry, Subjective Symptoms, and Endoscopic Findings in Symptomatic Children With Nasal Obstruction","year":2015,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Nasal Surgery and Airway Studies","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Stollery Children's Hospital; University of Alberta","funders":"","keywords":"Acoustic rhinometry; Medicine; Audiology; Nose; Surgery","authors":[{"name":"André Isaac","is_ca":true},{"name":"Michael P. Major","is_ca":true},{"name":"Manisha Witmans","is_ca":true},{"name":"Yaser Alrajhi","is_ca":true},{"name":"Carlos Flores‐Mir","is_ca":true},{"name":"Paul W. Major","is_ca":true},{"name":"Noura Alsufyani","is_ca":true},{"name":"Mohamed Korayem","is_ca":true},{"name":"Hamdy El‐Hakim","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02156095145705211,"gpt":0.2576618058253649,"spread":0.2361008543683128,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000644181,0.0003982594,0.001140528,0.0008551026,0.0001968227,0.00004652849,0.00008476986,0.0003372431,0.00002458895],"category_scores_gemma":[0.001162217,0.0003411949,0.0001194136,0.001075791,0.0003434003,0.0004341311,0.00009368625,0.0007039282,0.00003435361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194964,"about_ca_system_score_gemma":0.0002491865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002539289,"about_ca_topic_score_gemma":0.0001063932,"domain_scores_codex":[0.9975387,0.0001985883,0.0006480117,0.0006013215,0.0003780432,0.0006352929],"domain_scores_gemma":[0.9974536,0.00152144,0.0002053147,0.000316461,0.0001603721,0.0003428508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002498957,0.0001323593,0.9963167,0.0001324207,0.0003289951,0.0001327397,0.0004497727,0.00001281529,0.00006535115,0.0000315654,0.0005706581,0.00157676],"study_design_scores_gemma":[0.002122568,0.0003538012,0.994952,0.0007091847,0.0002692348,0.0006472317,0.0002127792,0.0001132071,0.0001437097,0.0001148976,0.00005757295,0.0003038619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996772,0.0009683089,0.00008245771,0.0005212121,0.0003149678,0.0007721749,0.00002764766,0.0001787796,0.000362461],"genre_scores_gemma":[0.9987612,0.00007558987,0.0001941992,0.000214935,0.0003081406,0.00009899756,0.00016533,0.00005089174,0.0001306671],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001989259,"threshold_uncertainty_score":0.999904,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3105920224","doi":"10.1001/jamaoto.2020.4021","title":"Use of Intraoperative Parathyroid Hormone in Minimally Invasive Parathyroidectomy for Primary Hyperparathyroidism","year":2020,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Primary hyperparathyroidism; Parathyroidectomy; Odds ratio; Observational study; Hazard ratio; Endocrine surgery; Confidence interval; Meta-analysis; Surgery; Parathyroid hormone; General surgery; Internal medicine; Thyroid","authors":[{"name":"Alanna Jane Quinn","is_ca":false},{"name":"Éanna J. Ryan","is_ca":false},{"name":"Stephen Garry","is_ca":false},{"name":"Danielle L. James","is_ca":false},{"name":"Michael R. Boland","is_ca":false},{"name":"Orla Young","is_ca":false},{"name":"Michael J. Kerin","is_ca":false},{"name":"Aoïfe Lowery","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07386864722422845,"gpt":0.3238959868290034,"spread":0.250027339604775,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006678947,0.001999642,0.01142805,0.001541426,0.000171026,0.0001280687,0.0005262586,0.001961348,0.00001410544],"category_scores_gemma":[0.002643438,0.001723288,0.002861733,0.001874126,0.0005172124,0.0007719717,0.0003119338,0.001694023,0.0002114502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006230889,"about_ca_system_score_gemma":0.004434102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001426236,"about_ca_topic_score_gemma":0.00009682935,"domain_scores_codex":[0.9909558,0.0008935658,0.003712235,0.002226228,0.0006694837,0.001542685],"domain_scores_gemma":[0.9894931,0.006166361,0.001769983,0.001378285,0.0004584067,0.0007338353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02407957,0.0142213,0.03177059,0.04512816,0.01304083,0.03368919,0.00240542,0.00001133136,0.005342769,0.0005525019,0.5361754,0.2935829],"study_design_scores_gemma":[0.007444915,0.002593545,0.02776513,0.00634336,0.003441593,0.00174576,0.00006266314,0.00003405259,0.0001546393,0.00005232381,0.948543,0.001818974],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1766554,0.8151278,0.00001402523,0.0003223744,0.000189104,0.00628469,0.0009503094,0.0001212109,0.0003350197],"genre_scores_gemma":[0.003987587,0.9843391,0.00181249,0.001290934,0.0003935527,0.003447716,0.004116533,0.0003428376,0.0002692905],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4123676,"threshold_uncertainty_score":0.9993343,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4220728663","doi":"10.1001/jamaoto.2021.4549","title":"A Comparison of the Burden of Thyroid Cancer Among the European Union 15+ Countries, 1990-2019","year":2022,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Thyroid Cancer Diagnosis and Treatment","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"European union; Thyroid cancer; Incidence (geometry); Medicine; Demography; Environmental health; Disease burden; Burden of disease; Geography; Observational study; Cancer; Population","authors":[{"name":"James Schuster‐Bruce","is_ca":false},{"name":"Chinmay Jani","is_ca":false},{"name":"Richard Goodall","is_ca":false},{"name":"Dae Hyun Kim","is_ca":false},{"name":"William E. Hughes","is_ca":false},{"name":"Justin D. Salciccioli","is_ca":false},{"name":"Dominic C. Marshall","is_ca":false},{"name":"Joseph Shalhoub","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0199088245577812,"gpt":0.2812744167457998,"spread":0.2613655921880186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001529568,0.0002748475,0.0009318473,0.0001422144,0.0003488395,0.00001577486,0.0004111775,0.00008953572,0.0004234451],"category_scores_gemma":[0.0001157529,0.0001702797,0.0004333062,0.0005648647,0.0004612855,0.00008087863,0.0004058545,0.0006167776,0.00001061256],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002518461,"about_ca_system_score_gemma":0.0003681795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007660509,"about_ca_topic_score_gemma":0.0003621891,"domain_scores_codex":[0.9963021,0.001431934,0.0008141436,0.000393577,0.0006400514,0.0004181451],"domain_scores_gemma":[0.9972479,0.0008028212,0.0007312959,0.0009663227,0.000154045,0.00009756105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000236114,0.0004344429,0.9063981,0.0001643768,0.0003196235,0.00006752653,0.001621951,0.0003910318,0.0008753162,0.00009614524,0.08720592,0.002189479],"study_design_scores_gemma":[0.001274675,0.0002652754,0.9088849,0.0003678395,0.000315226,0.00007325068,0.0005091284,0.0001501845,0.002433166,0.00001232799,0.08556329,0.0001507432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735321,0.01248959,0.00000274945,0.009922261,0.0008054533,0.0008350538,0.0002301308,0.00004529603,0.002137375],"genre_scores_gemma":[0.9972566,0.0007328403,0.000008975851,0.0007662365,0.0003604199,0.000243507,0.00008372033,0.00005496916,0.0004927189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02372452,"threshold_uncertainty_score":0.9989476,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2159594360","doi":"10.1001/jamaoto.2014.1450","title":"Cost-effectiveness Analysis of Endoscopic Sphenopalatine Artery Ligation vs Arterial Embolization for Intractable Epistaxis","year":2014,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Vascular Anomalies and Treatments","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Royal Victoria Regional Health Centre; University of Calgary","funders":"","keywords":"Medicine; Embolization; Otorhinolaryngology; Surgery; Emergency medicine","authors":[{"name":"Luke Rudmik","is_ca":true},{"name":"Randy Leung","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02696184802338956,"gpt":0.292899417144401,"spread":0.2659375691210114,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007421119,0.0002793733,0.001415161,0.000550577,0.0001057604,0.0000331758,0.00007235064,0.0002749168,0.0001572678],"category_scores_gemma":[0.0007126997,0.0002590276,0.0005965992,0.0007607475,0.00009259806,0.0002268296,0.00003117287,0.0001268323,0.00001310291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001022912,"about_ca_system_score_gemma":0.00009321904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001703602,"about_ca_topic_score_gemma":0.00007280225,"domain_scores_codex":[0.9978696,0.0003027317,0.000691025,0.0004840494,0.0002389331,0.0004136767],"domain_scores_gemma":[0.9975859,0.001097405,0.0003698952,0.0005050654,0.0002971209,0.0001446355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00160268,0.0005838927,0.9807041,0.0007306475,0.002668484,0.00003052945,0.0001161327,0.0001198002,0.006142051,0.0004110015,0.0001880839,0.006702544],"study_design_scores_gemma":[0.003316531,0.000417262,0.9749578,0.000272553,0.002665107,0.00004000108,0.0000141954,0.008035898,0.008693417,0.00013275,0.001275247,0.0001792723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9798894,0.00009955613,0.01764916,0.0002086414,0.000439835,0.001366611,0.00006679952,0.00006860327,0.000211378],"genre_scores_gemma":[0.9960118,0.00003087733,0.0008548718,0.0002349203,0.0002690817,0.0004125157,0.002067929,0.00004113697,0.00007688453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01679429,"threshold_uncertainty_score":0.9999862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2293292893","doi":"10.1001/jamaoto.2015.3810","title":"Depression-Specific Outcomes After Treatment of Chronic Rhinosinusitis","year":2016,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"National Center for Advancing Translational Sciences; National Institute on Deafness and Other Communication Disorders; National Institutes of Health","keywords":"Medicine; Pittsburgh Sleep Quality Index; Rhinology; Depression (economics); Quality of life (healthcare); Chronic rhinosinusitis; Physical therapy; Otorhinolaryngology; Internal medicine; Psychological intervention; Surgery; Psychiatry","authors":[{"name":"Rodney J. Schlosser","is_ca":false},{"name":"J. Madison Hyer","is_ca":false},{"name":"Timothy L. Smith","is_ca":false},{"name":"Jess C. Mace","is_ca":false},{"name":"Bernadette M. Cortese","is_ca":false},{"name":"Thomas W. Uhde","is_ca":false},{"name":"Luke Rudmik","is_ca":true},{"name":"Zachary M. Soler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02252494204354547,"gpt":0.2736367739792938,"spread":0.2511118319357483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001591659,0.0003575115,0.001105446,0.0004125528,0.0001026243,0.00001697229,0.00008843341,0.0003360792,0.002838889],"category_scores_gemma":[0.0001177779,0.0002216205,0.000634289,0.0002628744,0.0002719663,0.0002452508,0.00005344629,0.0001312422,0.0003167938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003376699,"about_ca_system_score_gemma":0.0002307705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007522383,"about_ca_topic_score_gemma":0.00006015425,"domain_scores_codex":[0.9977463,0.0001355082,0.0006964581,0.0005464712,0.0003071091,0.0005681198],"domain_scores_gemma":[0.9974048,0.001145994,0.00021506,0.0008026811,0.0001662337,0.0002652101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004810377,0.0007048633,0.9480653,0.00007715738,0.0001832974,0.001875328,0.00005831132,7.944094e-8,0.006868983,0.00006498383,0.007769625,0.033851],"study_design_scores_gemma":[0.002724997,0.0003816792,0.9720867,0.0008576406,0.0001136518,0.0008626066,0.000008525018,0.000003317322,0.005701627,0.0000287498,0.01698584,0.000244713],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908013,0.005359221,0.00007530244,0.001505095,0.0006680178,0.0004927149,0.0001960102,0.0001315334,0.0007708284],"genre_scores_gemma":[0.9961215,0.001090199,0.0001466969,0.000531879,0.0004792239,0.0002415089,0.00007756617,0.00005743622,0.001253984],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03360628,"threshold_uncertainty_score":0.9980726,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2917169008","doi":"10.1001/jamaoto.2018.4513","title":"Evaluation of a Preoperative Adverse Event Risk Index for Patients Undergoing Head and Neck Cancer Surgery","year":2019,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Frailty in Older Adults","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Head and neck cancer; Cohort; Surgery; Retrospective cohort study; Logistic regression; Cancer; Adverse effect; Internal medicine; Radiation therapy","authors":[{"name":"Marco A. Mascarella","is_ca":true},{"name":"Keith Richardson","is_ca":true},{"name":"Alex Mlynarek","is_ca":true},{"name":"Véronique‐Isabelle Forest","is_ca":true},{"name":"Michael P. Hier","is_ca":true},{"name":"Nader Sadeghi","is_ca":true},{"name":"Nancy E. Mayo","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02801733390428457,"gpt":0.305520322948834,"spread":0.2775029890445494,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002669591,0.0004170903,0.001283658,0.000486111,0.0001289024,0.00001979756,0.0001017129,0.0004295213,0.0003127427],"category_scores_gemma":[0.005533631,0.0003920452,0.0004205484,0.0003884047,0.0001603158,0.0004875279,0.0001027068,0.0004378146,0.00003039434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004163369,"about_ca_system_score_gemma":0.001409335,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000713499,"about_ca_topic_score_gemma":0.0009837177,"domain_scores_codex":[0.9958057,0.0006522514,0.00109813,0.0007859581,0.001006395,0.0006515101],"domain_scores_gemma":[0.9931457,0.003746113,0.0007309684,0.0006118687,0.001521092,0.0002442346],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001332658,0.0005519923,0.9739152,0.001109612,0.0004546839,0.00001131848,0.0006252804,0.0002052663,0.0001010434,0.000008629629,0.004478288,0.01720604],"study_design_scores_gemma":[0.006645694,0.0004433308,0.9780867,0.002696882,0.0005840833,0.00003605779,0.0001378849,0.009954201,0.0003753185,0.0001137812,0.0005694292,0.0003565973],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992982,0.001134066,0.00004946338,0.0006963199,0.001189367,0.003447764,0.0001909121,0.00006964566,0.0002404733],"genre_scores_gemma":[0.9972811,0.0005252329,0.0002096108,0.000557078,0.0001985601,0.0006302504,0.0002675721,0.00007725828,0.0002532927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01684945,"threshold_uncertainty_score":0.9998531,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2583482683","doi":"10.1001/jamaoto.2016.3669","title":"Survival Rates Using Individualized Bioselection Treatment Methods in Patients With Advanced Laryngeal Cancer","year":2017,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"National Cancer Institute","keywords":"Medicine; Chemoradiotherapy; Laryngectomy; Radiation therapy; Oncology; Chemotherapy; Surgery; Internal medicine; Cancer; Larynx","authors":[{"name":"Gregory T. Wolf","is_ca":false},{"name":"Emily L. Bellile","is_ca":false},{"name":"Avraham Eisbruch","is_ca":false},{"name":"Susan Urba","is_ca":false},{"name":"Carol R. Bradford","is_ca":false},{"name":"Lisa A. Peterson","is_ca":false},{"name":"Mark E. Prince","is_ca":false},{"name":"Theodoros N. Teknos","is_ca":false},{"name":"Douglas B. Chepeha","is_ca":true},{"name":"Norman D. Hogikyan","is_ca":false},{"name":"Scott A. McLean","is_ca":false},{"name":"Jeffery Moyer","is_ca":false},{"name":"Jeremy M. G. Taylor","is_ca":false},{"name":"Francis P. Worden","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05990982301968169,"gpt":0.394995586606353,"spread":0.3350857635866713,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006883007,0.0004798855,0.001656136,0.00040114,0.0005760898,0.00007671595,0.0001505289,0.0003027974,0.00008545306],"category_scores_gemma":[0.0004864894,0.0003670356,0.0002117805,0.000329729,0.0002626488,0.0004950223,0.00009980537,0.0003843747,0.000006890813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005609989,"about_ca_system_score_gemma":0.00049847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002406831,"about_ca_topic_score_gemma":0.0018989,"domain_scores_codex":[0.9970841,0.0004159336,0.0006157623,0.0007297206,0.000337785,0.0008166693],"domain_scores_gemma":[0.9978949,0.0005109108,0.000458715,0.0006661077,0.0002542721,0.0002150564],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002951064,0.0005805959,0.9349518,0.0001409175,0.0003674606,0.0001481092,0.0002750857,0.000006498552,0.001192915,0.000006629505,0.0001375095,0.05924141],"study_design_scores_gemma":[0.008590514,0.000785383,0.9828691,0.0008277762,0.0002055563,0.00002599766,0.00004855911,0.0001503578,0.003412859,0.00001209346,0.002694796,0.0003769303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949716,0.001175671,0.00004022463,0.0009451049,0.001031602,0.0009376408,0.0000503849,0.00009557592,0.0007521894],"genre_scores_gemma":[0.9918411,0.0008279208,0.006072878,0.0003805682,0.0002753678,0.0002904594,0.00009219084,0.00007701554,0.0001425245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05886448,"threshold_uncertainty_score":0.9998782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4224326642","doi":"10.1001/jamaoto.2022.0263","title":"Association of Olfactory Impairment With All-Cause Mortality","year":2022,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":43,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Observational study; Meta-analysis; Cohort study; Publication bias; Cochrane Library; Systematic review; Hazard ratio; Epidemiology; Cohort; MEDLINE; Internal medicine; Confidence interval; Biology","authors":[{"name":"Natalie Yan‐Lin Pang","is_ca":false},{"name":"Harris Jun Jie Muhammad Danial Song","is_ca":false},{"name":"Benjamin Kye Jyn Tan","is_ca":false},{"name":"Jun Tan","is_ca":false},{"name":"Ashley Si Ru Chen","is_ca":false},{"name":"Anna See","is_ca":false},{"name":"Shuhui Xu","is_ca":false},{"name":"Tze Choong Charn","is_ca":false},{"name":"Neville Wei Yang Teo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2688852053765115,"gpt":0.3365858230569952,"spread":0.06770061768048374,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001581951,0.0008618623,0.003600681,0.0005945438,0.0004337844,0.00006071005,0.0004614292,0.0006574892,0.001579398],"category_scores_gemma":[0.002284882,0.000696976,0.00123906,0.0009120319,0.0002611362,0.0004018019,0.0003342272,0.001563105,0.000127538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007390029,"about_ca_system_score_gemma":0.0005458373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003353805,"about_ca_topic_score_gemma":0.00003856527,"domain_scores_codex":[0.9921373,0.002849862,0.001653441,0.001304012,0.001171538,0.0008838451],"domain_scores_gemma":[0.989337,0.006851945,0.002488977,0.001017399,0.0001071024,0.0001975686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001401724,0.006645904,0.4777752,0.1014755,0.02199181,0.0074275,0.001788845,0.00002971011,0.0003126136,0.0006767715,0.1394814,0.2409931],"study_design_scores_gemma":[0.0002970122,0.0002023994,0.0109616,0.001370165,0.001989895,0.0002429256,0.00004303091,0.000002173008,0.00004831661,0.000009265204,0.9841642,0.0006689846],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2259417,0.7644174,0.00000452498,0.0001920916,0.003591368,0.002176911,0.0008927019,0.0004445425,0.002338851],"genre_scores_gemma":[0.003425637,0.9933362,0.000008200815,0.000581984,0.0002507978,0.0004817824,0.0001808955,0.0001161601,0.001618336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8446828,"threshold_uncertainty_score":0.9995481,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4367174765","doi":"10.1001/jamaoto.2023.0160","title":"Association of SARS-CoV-2 Vaccination or Infection With Bell Palsy","year":2023,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Long-Term Effects of COVID-19","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Vaccination; Incidence (geometry); Placebo; Cochrane Library; Population; Odds ratio; Meta-analysis; Internal medicine; MEDLINE; Adverse effect; Pediatrics; Immunology; Environmental health; Alternative medicine","authors":[{"name":"Ali Rafati","is_ca":false},{"name":"Yeganeh Pasebani","is_ca":false},{"name":"Melika Jameie","is_ca":false},{"name":"Yuchen Yang","is_ca":false},{"name":"Mana Jameie","is_ca":false},{"name":"Saba Ilkhani","is_ca":false},{"name":"Mobina Amanollahi","is_ca":false},{"name":"Delaram Sakhaei","is_ca":false},{"name":"Mehran Rahimlou","is_ca":false},{"name":"Amir Kheradmand","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06051070882318579,"gpt":0.3633084911784698,"spread":0.302797782355284,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.003323529,0.0009282832,0.005235146,0.001879694,0.0001488018,0.0000658905,0.0002424621,0.002049726,0.0001107227],"category_scores_gemma":[0.009437246,0.0006909876,0.00126677,0.002253272,0.00007303886,0.0004551993,0.0001607075,0.001408851,0.0004425282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00132877,"about_ca_system_score_gemma":0.001863668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004005978,"about_ca_topic_score_gemma":0.0006523434,"domain_scores_codex":[0.9937937,0.001395283,0.001955874,0.001034079,0.0009699862,0.0008511035],"domain_scores_gemma":[0.9849405,0.01034281,0.002872657,0.001034641,0.0006198812,0.000189498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001147516,0.0008164147,0.3153092,0.3125161,0.004131973,0.0022453,0.0001014321,0.000001499609,0.00009421393,0.00005482321,0.06329278,0.3002887],"study_design_scores_gemma":[0.002184892,0.0008632492,0.1105881,0.0728776,0.006047498,0.001347759,0.000003432808,0.00003534392,0.0002427865,0.00004698925,0.8047396,0.001022722],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1686579,0.8155788,0.000123777,0.001902208,0.00254803,0.008719878,0.0001952847,0.001336124,0.000937927],"genre_scores_gemma":[0.00106307,0.9929029,0.0001737173,0.0008174212,0.0009041982,0.0007914435,0.001418356,0.0003202776,0.001608593],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7414468,"threshold_uncertainty_score":0.9995542,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4294958867","doi":"10.1001/jamaoto.2022.2313","title":"Adhering to Eat and Exercise Status During Radiotherapy for Oropharyngeal Cancer for Prevention and Mitigation of Radiotherapy-Associated Dysphagia","year":2022,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Dysphagia Assessment and Management","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Toronto Rehabilitation Institute; University of Toronto; University Health Network","funders":"National Institute of Dental and Craniofacial Research; National Cancer Institute","keywords":"Medicine; Swallowing; Dysphagia; Feeding tube; Head and neck cancer; Radiation therapy; Chemoradiotherapy; Prospective cohort study; Cohort; Physical therapy; Cohort study; Retrospective cohort study; Internal medicine; Surgery","authors":[{"name":"Carly E. A. Barbon","is_ca":false},{"name":"Christine B. Peterson","is_ca":false},{"name":"Amy C. Moreno","is_ca":false},{"name":"Stephen Y. Lai","is_ca":false},{"name":"Jay P. Reddy","is_ca":false},{"name":"Ariana J Sahli","is_ca":false},{"name":"Rosemary Martino","is_ca":true},{"name":"Faye M. Johnson","is_ca":false},{"name":"Clifton D. Fuller","is_ca":false},{"name":"Katherine A. Hutcheson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02833891335856462,"gpt":0.363152015307192,"spread":0.3348131019486273,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001141936,0.0002632175,0.0008216586,0.0003386839,0.0009505228,0.00002230555,0.0001161996,0.0001736252,0.0002929378],"category_scores_gemma":[0.0001221693,0.0002876453,0.0001443026,0.0002909386,0.00005236591,0.0002952231,0.0001432118,0.0002951182,5.206648e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005010656,"about_ca_system_score_gemma":0.0001969868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002826646,"about_ca_topic_score_gemma":0.0001848763,"domain_scores_codex":[0.99729,0.0003963501,0.0007651197,0.0005340699,0.0002333406,0.000781177],"domain_scores_gemma":[0.9980156,0.0009227559,0.0005030461,0.0002305771,0.0001418966,0.0001860962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004204337,0.0003634925,0.9082058,0.003633983,0.0007938519,0.00001458836,0.004572916,0.0001342439,0.03528105,0.0003153974,0.01390735,0.02857297],"study_design_scores_gemma":[0.006752165,0.0006227174,0.971594,0.0007505772,0.0002227114,0.000004143956,0.001222947,0.002670559,0.000968634,0.0002376155,0.01449133,0.0004625773],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9872401,0.004175655,0.00103261,0.001187166,0.001020676,0.004971065,0.0002432319,0.00009090832,0.0000385755],"genre_scores_gemma":[0.9813789,0.002999024,0.00291577,0.0009701288,0.0002111132,0.008944927,0.0002463778,0.0001087605,0.002224973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0633882,"threshold_uncertainty_score":0.9999576,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3010370463","doi":"10.1001/jamaoto.2020.0001","title":"Evaluation of Residual Disease Following Transcanal Totally Endoscopic vs Postauricular Surgery Among Children With Middle Ear and Attic Cholesteatoma","year":2020,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Medicine; Cholesteatoma; Surgery; Tympanoplasty; Middle ear; Otorhinolaryngology; Operating microscope","authors":[{"name":"Peter R. Dixon","is_ca":true},{"name":"Adrian L. James","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03404653984889886,"gpt":0.2509446148746246,"spread":0.2168980750257258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001838352,0.0004342321,0.001351607,0.0003617871,0.0001429678,0.00004549975,0.0001117936,0.0002709841,0.0001767179],"category_scores_gemma":[0.001997377,0.000389151,0.000496258,0.0005808881,0.0002981425,0.0003924981,0.00005197436,0.0005065165,0.00001424063],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000698142,"about_ca_system_score_gemma":0.00107141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001719242,"about_ca_topic_score_gemma":0.0001113436,"domain_scores_codex":[0.9955152,0.0007898167,0.0008397349,0.000786257,0.001366486,0.0007024847],"domain_scores_gemma":[0.9969978,0.001000434,0.0003025625,0.0004692428,0.000302814,0.0009271785],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000904656,0.0002073126,0.9924656,0.0005210834,0.0006479973,0.00157412,0.000337309,0.00001673623,0.0004016317,0.00000979735,0.0006617768,0.002252006],"study_design_scores_gemma":[0.002023513,0.000223767,0.9924332,0.001684866,0.001742632,0.0002428337,0.00006346801,0.0004146153,0.0007865579,0.00001330511,0.00003259598,0.0003386106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993326,0.003204012,0.00001126759,0.001805299,0.0002718113,0.001045283,0.00005224327,0.0001253717,0.0001587221],"genre_scores_gemma":[0.997785,0.0001428788,0.0001043947,0.001079496,0.0003530733,0.00008315927,0.0003420102,0.00008143941,0.0000285187],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004459039,"threshold_uncertainty_score":0.9998561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3178878183","doi":"10.1001/jamaoto.2021.1548","title":"Clinical Prediction Models for Suspected Pediatric Foreign Body Aspiration","year":2021,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Foreign Body Medical Cases","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Data extraction; CINAHL; Medicine; MEDLINE; Critical appraisal; Diagnostic odds ratio; Meta-analysis; Psychological intervention; Internal medicine; Pathology","authors":[{"name":"Jong Wook Lee","is_ca":true},{"name":"Justine Philteos","is_ca":true},{"name":"Marc Levin","is_ca":true},{"name":"Amirpouyan Namavarian","is_ca":true},{"name":"Evan J. Propst","is_ca":true},{"name":"Nikolaus E. Wolter","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1149541059821751,"gpt":0.3766882447584692,"spread":0.2617341387762941,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.00349789,0.001219601,0.007708617,0.001243321,0.0002786309,0.0001046079,0.0003702565,0.003815047,0.00044739],"category_scores_gemma":[0.01141373,0.001060538,0.00435091,0.00157737,0.0003665176,0.0005187985,0.0002307554,0.002625883,0.0001241064],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000463964,"about_ca_system_score_gemma":0.00390297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001836248,"about_ca_topic_score_gemma":0.000006735748,"domain_scores_codex":[0.9897825,0.001278929,0.004505666,0.002067484,0.001030005,0.001335395],"domain_scores_gemma":[0.986493,0.008435308,0.001612702,0.001580787,0.0009503986,0.0009278154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007733312,0.002268892,0.03143132,0.0977298,0.001797117,0.006146525,0.00002459955,0.000003941286,8.400031e-7,0.003999704,0.1782244,0.6775995],"study_design_scores_gemma":[0.0030175,0.001760852,0.004952569,0.02576702,0.01185736,0.006943678,0.00002166703,0.002746017,0.000001556544,0.0008432003,0.9407462,0.001342325],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005824628,0.9817818,0.001360575,0.0001441147,0.002555722,0.005160592,0.0006027065,0.000623633,0.001946163],"genre_scores_gemma":[0.0009908233,0.9702362,0.001237275,0.0008517137,0.0103122,0.001982643,0.01350374,0.0003588751,0.0005265563],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7625219,"threshold_uncertainty_score":0.9996751,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979937494","doi":"10.1001/jamaoto.2013.1709","title":"Increased Risk of Sudden Sensorineural Hearing Loss in Patients With Human Immunodeficiency Virus Aged 18 to 35 Years","year":2013,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":36,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Incidence (geometry); Retrospective cohort study; Pediatrics; Cohort; Hazard ratio; Cohort study; Population; Proportional hazards model; Hearing loss; Internal medicine; Audiology; Confidence interval","authors":[{"name":"Charlene Lin","is_ca":false},{"name":"Shih-Wei Lin","is_ca":true},{"name":"Shih‐Feng Weng","is_ca":false},{"name":"Yung‐Song Lin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01745743870961041,"gpt":0.2405736658812673,"spread":0.2231162271716569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004281727,0.0003418787,0.0006898406,0.0005635023,0.0002043232,0.00007251275,0.0004118483,0.000183674,0.0002232329],"category_scores_gemma":[0.001213599,0.0003244661,0.000156591,0.0008638633,0.0003064908,0.0005258091,0.0001896934,0.0005861593,0.0001804422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006196929,"about_ca_system_score_gemma":0.00008033098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00404343,"about_ca_topic_score_gemma":0.0002065402,"domain_scores_codex":[0.9966249,0.0006411343,0.0007002129,0.0007418457,0.0004974132,0.0007944956],"domain_scores_gemma":[0.9980418,0.0006629982,0.0003371575,0.0006753359,0.00008708215,0.0001955926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002082063,0.0004523632,0.9456462,0.00004274839,0.00001158597,0.000135015,0.0002179322,0.0003090045,0.05181339,0.00000834691,0.0006695205,0.0004856629],"study_design_scores_gemma":[0.001282236,0.0002247305,0.9900846,0.0001572159,0.00001581669,0.00001960391,0.00003055693,0.00009368044,0.00760731,0.00003663054,0.00008168239,0.0003659251],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998408,0.00002524403,0.00001084366,0.00005289315,0.0003374085,0.0007627624,0.00005217714,0.0001009154,0.0002497764],"genre_scores_gemma":[0.9991282,0.00001201853,0.00007728407,0.000519267,0.00005691246,0.00007530112,0.00002260196,0.00005866458,0.00004969999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04443839,"threshold_uncertainty_score":0.9999207,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2110572599","doi":"10.1001/jamaoto.2015.125","title":"Effect of HIV Infection and Highly Active Antiretroviral Therapy on Hearing Function","year":2015,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Vestibular and auditory disorders","field":"Neuroscience","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval; University of British Columbia","funders":"","keywords":"Medicine; Hearing loss; Odds ratio; Pure tone audiometry; Tinnitus; Population; Internal medicine; Audiometry; Pediatrics; Audiology","authors":[{"name":"Jean Valentin F. Fokouo","is_ca":false},{"name":"Jean Espoir E. Vokwely","is_ca":false},{"name":"Jean Jacques Noubiap","is_ca":false},{"name":"Brice Nouthé","is_ca":true},{"name":"Joseline Zafack","is_ca":true},{"name":"Esthelle Stéphanie Minka Ngom","is_ca":false},{"name":"Asmaou Bouba Dalil","is_ca":false},{"name":"Adèle-Rose Ngo Nyeki","is_ca":false},{"name":"G Bengono","is_ca":false},{"name":"Richard Njock","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03072628316361436,"gpt":0.270738481664472,"spread":0.2400121985008576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006624933,0.0002621622,0.0004890365,0.0003195694,0.000148294,0.00004391734,0.00008580258,0.0002210708,0.00001322548],"category_scores_gemma":[0.001351667,0.0002264749,0.0001400482,0.0003613424,0.0002307583,0.0005072849,0.00005111947,0.0003814848,0.00005260127],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005012395,"about_ca_system_score_gemma":0.00006653153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001152342,"about_ca_topic_score_gemma":0.00000609623,"domain_scores_codex":[0.9977255,0.000808611,0.0002944301,0.0005198373,0.000295055,0.0003565346],"domain_scores_gemma":[0.9981154,0.001204637,0.000211058,0.0002783427,0.00004896695,0.0001416097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003620379,0.000205769,0.8770595,0.0001100719,0.00002820071,0.00006535537,0.0001758049,0.0001835429,0.07644212,0.0001183016,0.002690894,0.03930007],"study_design_scores_gemma":[0.002438691,0.004429087,0.7052301,0.0001782083,0.00003252257,0.0001281771,0.000012536,0.0007767338,0.2831051,0.0001318768,0.003168946,0.0003679661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969047,0.00009540396,0.00008294972,0.0001754883,0.001509167,0.0003435792,0.0000103889,0.0001450901,0.0007332061],"genre_scores_gemma":[0.9989778,0.0001071519,0.000005917694,0.0005245049,0.0002438321,0.00003424118,0.00001229227,0.00003267088,0.00006156526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.206663,"threshold_uncertainty_score":0.9235377,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383681800","doi":"10.1001/jamaoto.2023.1936","title":"Oncologic Significance of Therapeutic Delays in Patients With Oral Cavity Cancer","year":2023,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre Hospitalier Universitaire de Sherbrooke; University of Toronto; Western University; Université de Sherbrooke; London Health Sciences Centre; University of Ottawa; McGill University; Centre Hospitalier de l’Université de Montréal; University of Calgary; University Health Network; Sunnybrook Health Science Centre; Jewish General Hospital","funders":"","keywords":"Medicine; Cancer; Radiation therapy; Cohort; Univariate analysis; Proportional hazards model; Surgery; Confidence interval; Comorbidity; Retrospective cohort study; Internal medicine; Multivariate analysis","authors":[{"name":"Gabriel Dayan","is_ca":true},{"name":"Houda Bahig","is_ca":true},{"name":"Stephanie Johnson‐Obaseki","is_ca":true},{"name":"Antoine Eskander","is_ca":true},{"name":"Xinyuan Hong","is_ca":true},{"name":"Shamir Chandarana","is_ca":true},{"name":"John R. de Almeida","is_ca":true},{"name":"Anthony C. Nichols","is_ca":true},{"name":"Michael Hier","is_ca":true},{"name":"Mathieu Belzile","is_ca":true},{"name":"Marc Gaudet","is_ca":true},{"name":"Joseph C. Dort","is_ca":true},{"name":"T. Wayne Matthews","is_ca":true},{"name":"Robert D. Hart","is_ca":true},{"name":"David P. Goldstein","is_ca":true},{"name":"Christopher M. K. L. Yao","is_ca":true},{"name":"Ali Hosni","is_ca":true},{"name":"Danielle MacNeil","is_ca":true},{"name":"James Fowler","is_ca":true},{"name":"Kevin Higgins","is_ca":true},{"name":"Carlos Khalil","is_ca":true},{"name":"Mark Khoury","is_ca":true},{"name":"Alex Mlynarek","is_ca":true},{"name":"Grégoire B. Morand","is_ca":true},{"name":"Khalil Sultanem","is_ca":true},{"name":"Anastasios Maniakas","is_ca":false},{"name":"Tareck Ayad","is_ca":true},{"name":"Apostolos Christopoulos","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03848165979436599,"gpt":0.3053155222620646,"spread":0.2668338624676986,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006287302,0.0003116311,0.001368294,0.0004112613,0.00009250689,0.000008733417,0.000132737,0.0002701364,0.0001232581],"category_scores_gemma":[0.0002148302,0.0002360696,0.0001679365,0.00135685,0.0003081069,0.000149487,0.00008076341,0.0004836065,0.00004007474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002335999,"about_ca_system_score_gemma":0.0004988831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001020477,"about_ca_topic_score_gemma":0.001306194,"domain_scores_codex":[0.997488,0.0002140512,0.0006190611,0.0005353878,0.0004057855,0.0007376656],"domain_scores_gemma":[0.9982297,0.0007240669,0.0002339876,0.0004117092,0.0002525664,0.0001479137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001934272,0.000485589,0.9766634,0.0003951104,0.0001668602,0.0003055063,0.0002924011,0.00001864922,0.0003640347,0.00002026746,0.003372352,0.01598162],"study_design_scores_gemma":[0.002672981,0.0006733367,0.9928505,0.0006105413,0.00008255234,0.00001054357,0.00006908354,0.00010626,0.0003392823,0.00003511013,0.002303896,0.0002459517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952167,0.0008067201,0.000003632309,0.001921995,0.0003872508,0.0008257427,0.00005729399,0.0001450337,0.0006356256],"genre_scores_gemma":[0.9971465,0.0004841366,0.00006467741,0.001562206,0.00009065913,0.0003591129,0.00006334624,0.00004459835,0.0001847326],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01618713,"threshold_uncertainty_score":0.962664,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2490466756","doi":"10.1001/jamaoto.2016.1829","title":"A Cost-effectiveness Analysis of Early vs Late Tracheostomy","year":2016,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Time horizon; Tracheotomy; Intensive care medicine; Operations management; Surgery; Business; Economics","authors":[{"name":"C. Carrie Liu","is_ca":true},{"name":"Luke Rudmik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03704691880590766,"gpt":0.3001260786956884,"spread":0.2630791598897808,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009415569,0.0003469592,0.001699412,0.0009942483,0.00007855744,0.00001485904,0.0001586009,0.0004162948,0.0004452735],"category_scores_gemma":[0.0005367963,0.0002414653,0.0009891557,0.001530928,0.0003376408,0.000282239,0.00005831466,0.0003271615,0.0001007552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008770389,"about_ca_system_score_gemma":0.0001781853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000357596,"about_ca_topic_score_gemma":0.00008562153,"domain_scores_codex":[0.9972456,0.0003798346,0.000732674,0.0006192894,0.0003585614,0.0006640386],"domain_scores_gemma":[0.9964327,0.002090194,0.0002972354,0.0006361565,0.000240031,0.0003036696],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002541108,0.0005439118,0.9412384,0.0003112456,0.001695893,0.0002682946,0.0001468169,0.000006087848,0.008280148,0.0001195318,0.0003242667,0.04452432],"study_design_scores_gemma":[0.00212564,0.0003228227,0.9899861,0.0004828504,0.001454753,0.00005365471,0.00001904979,0.000103625,0.00247746,0.0000735522,0.002622037,0.0002785051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948815,0.000455306,0.0004014155,0.002183885,0.0002075614,0.0007154702,0.00009628402,0.0001629368,0.0008956695],"genre_scores_gemma":[0.9983742,0.0001432575,0.00009188468,0.0005607972,0.00008702781,0.0001705347,0.00007351048,0.00004764208,0.0004511423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04874768,"threshold_uncertainty_score":0.984667,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2778856661","doi":"10.1001/jamaoto.2017.2550","title":"Traumatic Tympanic Membrane Perforations Diagnosed in Emergency Departments","year":2017,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Emergency department; Otorhinolaryngology; Demographics; Medical record; Emergency medicine; Medical diagnosis; Injury prevention; Poison control; Surgery; Pathology","authors":[{"name":"Eric T. Carniol","is_ca":true},{"name":"Amishav Y. Bresler","is_ca":false},{"name":"Kevin Shaigany","is_ca":false},{"name":"Peter F. Svider","is_ca":false},{"name":"Soly Baredes","is_ca":false},{"name":"Jean Anderson Eloy","is_ca":false},{"name":"Yu‐Lan Mary Ying","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04161433262884946,"gpt":0.3095719929051463,"spread":0.2679576602762968,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001015095,0.0003701901,0.001088697,0.0004541143,0.0004760857,0.00007841385,0.0002942049,0.0004141054,0.001885336],"category_scores_gemma":[0.003559028,0.0003566484,0.0004012098,0.0002679505,0.0001982166,0.0007171947,0.00009938802,0.0006475277,0.0006019338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064166,"about_ca_system_score_gemma":0.0003003626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002326133,"about_ca_topic_score_gemma":0.001748066,"domain_scores_codex":[0.9969454,0.0002373955,0.001022674,0.0005916465,0.0003929359,0.0008098855],"domain_scores_gemma":[0.9970434,0.0007472622,0.0004233732,0.001293101,0.0001204672,0.0003724152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000173615,0.0006205062,0.9845516,0.0003979817,0.00009790439,0.003038625,0.0003167407,0.000002038444,0.0007522596,0.00008483548,0.006504508,0.003459358],"study_design_scores_gemma":[0.001502978,0.00008501007,0.9940841,0.0005017127,0.00009624415,0.0003477368,0.0000718356,0.0003324912,0.0005733974,0.0001185137,0.001962481,0.000323537],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876807,0.0005914784,0.000007921056,0.002604322,0.002380896,0.0007368696,0.00002629398,0.0001191225,0.005852391],"genre_scores_gemma":[0.9955892,0.001421536,0.0001470769,0.0006386694,0.0004403645,0.0002589234,0.0002083937,0.00006397786,0.001231888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009532436,"threshold_uncertainty_score":0.9998885,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999903785","doi":"10.1001/jamaoto.2013.1060","title":"A Case-Control Study of Repeated Adenoidectomy in Children","year":2013,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Adenoidectomy; Tonsillectomy; Medicine; Adenoid; Odds ratio; Pediatrics; Surgery; Internal medicine","authors":[{"name":"Mélanie Duval","is_ca":true},{"name":"Jean‐Philippe Vaccani","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01839568731644098,"gpt":0.2767482144111713,"spread":0.2583525270947303,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001180261,0.0003821547,0.00147152,0.001231851,0.00008855351,0.00003678741,0.0002247154,0.0003894056,0.001102011],"category_scores_gemma":[0.002008468,0.0003427755,0.0002678872,0.001175459,0.0002406027,0.0003770439,0.000157829,0.0010649,0.0001934212],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001700321,"about_ca_system_score_gemma":0.0001203535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004551202,"about_ca_topic_score_gemma":0.0002575207,"domain_scores_codex":[0.995602,0.0008752249,0.001187915,0.0008109278,0.0006011664,0.0009228123],"domain_scores_gemma":[0.9965163,0.001288903,0.0002958023,0.001073037,0.0004829995,0.0003429796],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006634138,0.00192862,0.9744834,0.0001166946,0.0005762072,0.01049384,0.0003934576,0.00000350885,0.002918561,0.000006237752,0.0004239547,0.007992091],"study_design_scores_gemma":[0.008018628,0.0006465742,0.9751701,0.0001163406,0.0001329513,0.0140809,0.0004579607,0.0005892562,0.0005012326,0.00002122585,0.00001032396,0.000254511],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943062,0.0002851377,0.000007722539,0.0004837383,0.0001374809,0.004242568,0.00002893697,0.0001184536,0.000389729],"genre_scores_gemma":[0.9987276,0.000008247631,0.0001001297,0.0002929481,0.000162562,0.0005278037,0.00002749019,0.000076427,0.00007679355],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007737579,"threshold_uncertainty_score":0.9999024,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2949869070","doi":"10.1001/jamaoto.2019.1186","title":"Occult Nodal Disease and Occult Extranodal Extension in Patients With Oropharyngeal Squamous Cell Carcinoma Undergoing Primary Transoral Robotic Surgery With Neck Dissection","year":2019,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Occult; Neck dissection; Transoral robotic surgery; Surgery; Dissection (medical); Radiology; Cancer; General surgery; Internal medicine; Pathology","authors":[{"name":"Caitlin McMullen","is_ca":true},{"name":"Jonathan Garneau","is_ca":false},{"name":"Emillie Weimar","is_ca":true},{"name":"Sana Ali","is_ca":false},{"name":"Joaquim M. Farinhas","is_ca":false},{"name":"Eugene Yu","is_ca":true},{"name":"Peter M. Som","is_ca":false},{"name":"C. Sarta","is_ca":false},{"name":"David P. Goldstein","is_ca":true},{"name":"Susie Su","is_ca":true},{"name":"Wei Xu","is_ca":true},{"name":"Richard V. Smith","is_ca":false},{"name":"Brett A. Miles","is_ca":false},{"name":"John R. de Almeida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01132483768777144,"gpt":0.219691973541308,"spread":0.2083671358535365,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003949291,0.0007423458,0.002070825,0.0005859455,0.0002453683,0.00006125116,0.0001071896,0.0003290818,0.00007510187],"category_scores_gemma":[0.0001413297,0.0005736666,0.0002776206,0.000686237,0.0002813268,0.000695219,0.00007255168,0.000790459,0.00002883233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096371,"about_ca_system_score_gemma":0.0007866981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002535061,"about_ca_topic_score_gemma":0.0003731956,"domain_scores_codex":[0.9956917,0.000277748,0.0008686021,0.001290763,0.0007224102,0.001148831],"domain_scores_gemma":[0.9971101,0.001106125,0.0002693949,0.0006300573,0.0002701077,0.0006141643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01681117,0.001202191,0.9741424,0.002980064,0.00007248837,0.002130083,0.0003325537,0.0000691766,0.0005348144,0.000003573522,0.0007486086,0.0009728621],"study_design_scores_gemma":[0.008169607,0.001362717,0.9871817,0.001458256,0.000302126,0.0002448571,0.0001082357,0.0002575172,0.0001099811,0.000003811529,0.00009247358,0.0007086939],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951939,0.001601365,0.00002261454,0.0006492552,0.0005118901,0.001483497,0.00003756006,0.0001596596,0.0003402418],"genre_scores_gemma":[0.997565,0.0001449699,0.0001698699,0.001129681,0.0001819652,0.0001035821,0.0003827884,0.0001319619,0.0001901614],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303931,"threshold_uncertainty_score":0.9996715,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2104844393","doi":"10.1001/jamaoto.2014.1650","title":"Use of the SNOT-22 and UPSIT to Appropriately Select Pediatric Patients With Cystic Fibrosis Who Should Be Referred to an Otolaryngologist","year":2014,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Sinusitis and nasal conditions","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"BC Children's Hospital","funders":"","keywords":"Medicine; Otorhinolaryngology; Cystic fibrosis; Gold standard (test); Subclinical infection; Population; Nasal polyps; Internal medicine; Nose; Disease; Pediatrics; Rhinology; Surgery","authors":[{"name":"Andrew Thamboo","is_ca":true},{"name":"Rachelle C. Dar Santos","is_ca":true},{"name":"Lalenthra Naidoo","is_ca":true},{"name":"Ronak Rahmanian","is_ca":true},{"name":"Mark Chilvers","is_ca":true},{"name":"Neil K. Chadha","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04131150990270867,"gpt":0.2676921149206092,"spread":0.2263806050179005,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000608757,0.0004384309,0.001082546,0.0005694245,0.0002934664,0.00008275454,0.0002526492,0.0003963227,0.00007621382],"category_scores_gemma":[0.002155712,0.0003091337,0.0001998838,0.001312435,0.0002065585,0.0003875278,0.0002206675,0.0005440683,0.00001823723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008069022,"about_ca_system_score_gemma":0.0001809872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003656799,"about_ca_topic_score_gemma":0.0001915091,"domain_scores_codex":[0.9967291,0.0004826548,0.0007114149,0.0008108038,0.0005742249,0.0006917515],"domain_scores_gemma":[0.9964922,0.001172205,0.0002872111,0.001020399,0.0004573646,0.0005706083],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001612689,0.0003869467,0.9846095,0.0002197045,0.0000720071,0.00003787479,0.0002050931,0.00001597633,0.0008312695,0.00007944657,0.01109319,0.0008363359],"study_design_scores_gemma":[0.001134296,0.001443011,0.9936033,0.0002871101,0.0003030042,0.0001113293,0.00001782824,0.0001280401,0.0004431605,0.00001338052,0.002141152,0.0003743248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964963,0.00005992786,0.0001106411,0.001162068,0.0002560676,0.001445538,0.0002099316,0.0001214951,0.0001380391],"genre_scores_gemma":[0.991585,0.00001036725,0.001305347,0.006194655,0.0002619457,0.0001522896,0.000227024,0.00008173517,0.0001816992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008993895,"threshold_uncertainty_score":0.9999361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4385514163","doi":"10.1001/jamaoto.2023.1939","title":"Multicenter Survival Analysis and Application of an Olfactory Neuroblastoma Staging Modification Incorporating Hyams Grade","year":2023,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Surgical Oncology","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Université Laval","funders":"","keywords":"Medicine; Esthesioneuroblastoma; Stage (stratigraphy); Retrospective cohort study; Cohort; Internal medicine; Staging system; Survival analysis; Cancer; TNM staging system; Oncology; Surgery; Radiation therapy","authors":[{"name":"Garret Choby","is_ca":false},{"name":"Mathew Geltzeiler","is_ca":false},{"name":"João Paulo Almeida","is_ca":false},{"name":"Pierre‐Olivier Champagne","is_ca":true},{"name":"Erik Chan","is_ca":false},{"name":"Jeremy Ciporen","is_ca":false},{"name":"Mark B. Chaskes","is_ca":false},{"name":"Juan C. Fernandez‐Miranda","is_ca":false},{"name":"Paul A. Gardner","is_ca":false},{"name":"Peter H. Hwang","is_ca":false},{"name":"Keven Seung Yong Ji","is_ca":false},{"name":"Aristotelis Kalyvas","is_ca":true},{"name":"Keonho A. Kong","is_ca":false},{"name":"Ryan A. McMillan","is_ca":false},{"name":"Jayakar V. Nayak","is_ca":false},{"name":"Jamie O’Byrne","is_ca":false},{"name":"Chirag Patel","is_ca":false},{"name":"Zara M. Patel","is_ca":false},{"name":"María Peris Celda","is_ca":false},{"name":"Carlos Pinheiro‐Neto","is_ca":false},{"name":"Olabisi Sanusi","is_ca":false},{"name":"Carl H. Snyderman","is_ca":false},{"name":"Brian D. Thorp","is_ca":false},{"name":"Jamie J. Van Gompel","is_ca":false},{"name":"Sarah C. Young","is_ca":false},{"name":"Georgios A. Zenonos","is_ca":false},{"name":"Nathan T. Zwagerman","is_ca":false},{"name":"Eric W. Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04218189779651374,"gpt":0.3138906514009799,"spread":0.2717087536044661,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001362761,0.0002838885,0.001186165,0.001100014,0.0001493833,0.00002489717,0.0001274793,0.000358148,0.00002809065],"category_scores_gemma":[0.0005042527,0.0002690177,0.000290992,0.001942418,0.0002722061,0.0003303506,0.00010352,0.0004564007,0.00003226337],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006416272,"about_ca_system_score_gemma":0.0001144357,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002504266,"about_ca_topic_score_gemma":0.0001186446,"domain_scores_codex":[0.9969126,0.0005318113,0.000957075,0.0007276352,0.0003672487,0.0005036192],"domain_scores_gemma":[0.9968681,0.001505,0.0004709474,0.0006132798,0.0001980862,0.0003446023],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003717872,0.000371814,0.9364001,0.0002803505,0.000248666,0.0002138292,0.0002049325,0.00007825893,0.04779861,0.0001266848,0.00004842283,0.01385659],"study_design_scores_gemma":[0.0009196702,0.0001667857,0.9268404,0.0000661868,0.0003307698,0.00004701377,0.0001083376,0.068632,0.002189943,0.00005332357,0.0004440878,0.0002014731],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967337,0.00004821553,0.0009508493,0.001081798,0.0001939943,0.000502381,0.00003071526,0.0002884326,0.0001699041],"genre_scores_gemma":[0.9980822,0.00006499875,0.0004873171,0.0004169174,0.0001781051,0.00009518971,0.0005787432,0.00004674935,0.00004974082],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06855375,"threshold_uncertainty_score":0.9999762,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3037987877","doi":"10.1001/jamaoto.2020.1346","title":"Exercise Prehabilitation—Supporting Recovery From Major Head and Neck Cancer Surgery","year":2020,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Head and neck; Head and neck surgery; Family medicine; General surgery; Psychiatry; Surgery","authors":[{"name":"Rosie Twomey","is_ca":true},{"name":"S. Nicole Culos‐Reed","is_ca":true},{"name":"Joseph C. Dort","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04885730673581917,"gpt":0.3406077146644756,"spread":0.2917504079286565,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001321177,0.001615486,0.01163667,0.0008934341,0.0004232279,0.0001418565,0.0002987029,0.00156277,0.0007298203],"category_scores_gemma":[0.003765736,0.001418825,0.002495495,0.001239982,0.0004725642,0.0005314462,0.0004442893,0.002002386,0.0002469497],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005378595,"about_ca_system_score_gemma":0.003191186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00158713,"about_ca_topic_score_gemma":0.0003265071,"domain_scores_codex":[0.9910893,0.0007136826,0.003476172,0.002381583,0.0007374905,0.001601712],"domain_scores_gemma":[0.9867836,0.009098632,0.001659996,0.001183621,0.0003361042,0.0009380218],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005475082,0.000213602,0.07459144,0.04634835,0.001242091,0.001812504,0.0003058892,1.210812e-7,0.000003893838,0.00000390907,0.05686118,0.8180695],"study_design_scores_gemma":[0.00075603,0.0001611174,0.0586048,0.1172557,0.003124777,0.0004014527,0.0000663596,0.00001266349,0.000005415755,0.00004669581,0.8183836,0.001181361],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1267471,0.8645293,0.000003674954,0.002493769,0.002235174,0.00236628,0.0008430188,0.0003829994,0.0003986596],"genre_scores_gemma":[0.0008242907,0.9906651,0.000503562,0.00182752,0.002075373,0.00203786,0.001244992,0.0003494644,0.0004718757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8168882,"threshold_uncertainty_score":0.9997334,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2167212659","doi":"10.1001/jamaoto.2013.3001","title":"An Oral Cavity Carcinoma Nomogram to Predict Benefit of Adjuvant Radiotherapy&lt;alt-title&gt;Oral Cavity Adjuvant Radiotherapy Prediction Model&lt;/alt-title&gt;","year":2013,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Nomogram; Oral cavity; Adjuvant; Radiation therapy; Adjuvant radiotherapy; Medicine; Internal medicine; Oncology; Dentistry","authors":[{"name":"Samuel J. Wang","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02169824052045473,"gpt":0.2799292480606002,"spread":0.2582310075401454,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006702672,0.0005427285,0.001683343,0.0004462467,0.00018187,0.00004145145,0.0002778085,0.0005238051,0.001515148],"category_scores_gemma":[0.0001182083,0.0004789647,0.0004281183,0.0004914102,0.0002694953,0.0003342973,0.00007456979,0.0005464631,0.0001988638],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003496269,"about_ca_system_score_gemma":0.0003947445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008091546,"about_ca_topic_score_gemma":0.0002674171,"domain_scores_codex":[0.9966299,0.0001961147,0.0008885484,0.0008291035,0.0005632131,0.0008931157],"domain_scores_gemma":[0.9976443,0.0001868743,0.0002497219,0.001003679,0.0003456157,0.000569779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001144424,0.00113106,0.5356733,0.0005993216,0.0005646913,0.0002124603,0.001011134,0.000175761,0.02163887,0.0002242069,0.1920909,0.2455338],"study_design_scores_gemma":[0.002715243,0.001645265,0.8342001,0.0005204803,0.0002156388,0.0002945518,0.0000375307,0.07526249,0.001011213,0.0001075765,0.08323576,0.0007541474],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857947,0.005436528,0.0005335287,0.001311554,0.001315459,0.001265206,0.0002996859,0.0003180122,0.003725324],"genre_scores_gemma":[0.9917521,0.001273438,0.002202724,0.001773683,0.000890815,0.000258105,0.0001848007,0.0001322217,0.001532117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2985268,"threshold_uncertainty_score":0.9997662,"prediction_status":"machine_predicted_unvalidated"},"labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"simulation_or_modeling","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low"},{"model":"gpt","categories":[],"domain":null,"study_design":"design_other","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"medium"}],"label_agreement":"split"},{"id":"W3092856852","doi":"10.1001/jamaoto.2020.3382","title":"Survival Outcomes in Human Papillomavirus–Associated Nonoropharyngeal Squamous Cell Carcinomas","year":2020,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University Health Network; Western University","funders":"","keywords":"Human papillomavirus; Basal cell; Koilocyte; Squamous cell cancer; Cancer research; Cell; Medicine; Oncology; Internal medicine; Biology; Cancer; Cervical cancer; Genetics","authors":[{"name":"Axel Sahovaler","is_ca":true},{"name":"Min Hui Kim","is_ca":true},{"name":"Adrian Mendez","is_ca":true},{"name":"David A. Palma","is_ca":true},{"name":"Kevin Fung","is_ca":true},{"name":"John Yoo","is_ca":true},{"name":"Anthony C. Nichols","is_ca":true},{"name":"S. Danielle MacNeil","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06083092483686744,"gpt":0.3347044644201966,"spread":0.2738735395833292,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","metaepi_broad","research_integrity"],"consensus_categories":["metaepi_narrow","research_integrity"],"category_scores_codex":[0.001269898,0.001896746,0.01525096,0.001168563,0.0003546321,0.00008252636,0.0005955981,0.002045563,0.0003071415],"category_scores_gemma":[0.00147791,0.001629818,0.002980492,0.001574555,0.0003606474,0.000236567,0.0005487805,0.003397936,0.0004094005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00117958,"about_ca_system_score_gemma":0.001748114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084886,"about_ca_topic_score_gemma":0.0009149135,"domain_scores_codex":[0.9904491,0.001402201,0.003254243,0.002011627,0.0008968393,0.001985983],"domain_scores_gemma":[0.9932613,0.00326555,0.001227585,0.001239678,0.0002173079,0.0007886199],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003166785,0.002172114,0.7464831,0.0512268,0.00130065,0.03088625,0.0004653518,2.0634e-7,0.00002774714,0.0000350259,0.01721362,0.1498724],"study_design_scores_gemma":[0.003249647,0.0005817831,0.2093865,0.01206958,0.001962496,0.0003472382,0.00004665985,0.000005654574,0.000008072015,0.000009865722,0.7707552,0.001577377],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1603772,0.8290927,4.437678e-7,0.0005973651,0.001623904,0.002086105,0.0003198533,0.0003975829,0.005504881],"genre_scores_gemma":[0.05373522,0.9399987,0.00003056511,0.001279127,0.0009273869,0.00075639,0.001263918,0.0004149953,0.001593689],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7535415,"threshold_uncertainty_score":0.9993777,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2622062693","doi":"10.1001/jamaoto.2017.0386","title":"Association of Gel-Forming Mucins and Aquaporin Gene Expression With Hearing Loss, Effusion Viscosity, and Inflammation in Otitis Media With Effusion","year":2017,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Ear Surgery and Otitis Media","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"SickKids Foundation; Hospital for Sick Children","funders":"National Institute on Deafness and Other Communication Disorders","keywords":"Tympanostomy tube; Medicine; Effusion; Otitis; Mucin; Hearing loss; Biopsy; Pathology; Conductive hearing loss; Middle ear; Surgery; Audiology","authors":[{"name":"Tina L. Samuels","is_ca":false},{"name":"Justin C. Yan","is_ca":false},{"name":"Pawjai Khampang","is_ca":false},{"name":"Peter W. Dettmar","is_ca":false},{"name":"Alexander C. Mackinnon","is_ca":false},{"name":"Wenzhou Hong","is_ca":false},{"name":"Nikki Johnston","is_ca":false},{"name":"Blake C. Papsin","is_ca":true},{"name":"Robert H. Chun","is_ca":false},{"name":"Michael E. McCormick","is_ca":false},{"name":"Joseph E. Kerschner","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01446157030255654,"gpt":0.2418700375299723,"spread":0.2274084672274158,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00133206,0.0002773327,0.0008490627,0.0004088652,0.0002974013,0.00007136053,0.00008656873,0.0003851867,0.00002430119],"category_scores_gemma":[0.001102206,0.0002227094,0.00006294854,0.0001620521,0.000206632,0.0007831153,0.0001833261,0.0004806285,0.000003747246],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001010798,"about_ca_system_score_gemma":0.0001260092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007155388,"about_ca_topic_score_gemma":0.002219305,"domain_scores_codex":[0.9978733,0.000169154,0.0005618314,0.0004760336,0.0004876672,0.000432009],"domain_scores_gemma":[0.9975871,0.0008798219,0.0007136144,0.0004638484,0.000159225,0.0001963408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008642031,0.00009162398,0.9509463,0.0004983059,0.00003764877,0.0007575419,0.0005231601,0.000002305726,0.03460141,0.00001340804,0.0000774192,0.01158667],"study_design_scores_gemma":[0.002332812,0.0001819783,0.9469795,0.004474665,0.00006669192,0.0004875328,0.00005642973,0.0001853324,0.04485552,0.00002561704,0.0001263589,0.0002275419],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976403,0.0003439419,0.00004940257,0.0009308741,0.0002355141,0.0004844592,0.000009178955,0.00004733204,0.0002590053],"genre_scores_gemma":[0.9972156,0.001215902,0.000996392,0.00008013512,0.0002449444,0.00002805852,0.00008461774,0.00003892773,0.00009545083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01135913,"threshold_uncertainty_score":0.9081827,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4309828113","doi":"10.1001/jamaoto.2022.3755","title":"Association of Household Income at Diagnosis With Financial Toxicity, Health Utility, and Survival in Patients With Head and Neck Cancer","year":2022,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Sinai Health System; University Health Network; University of Toronto; Dalhousie University; Princess Margaret Cancer Centre; Public Health Ontario","funders":"Canadian Institutes of Health Research","keywords":"Quartile; Medicine; Generalized estimating equation; National Death Index; Socioeconomic status; Proportional hazards model; Cohort; Prospective cohort study; Household income; Head and neck cancer; Cohort study; Demography; Cancer; Confidence interval; Environmental health; Internal medicine; Hazard ratio; Population; Statistics","authors":[{"name":"Christopher W. Noel","is_ca":true},{"name":"Katrina Hueniken","is_ca":true},{"name":"David Forner","is_ca":true},{"name":"Geoffrey Liu","is_ca":true},{"name":"Lawson Eng","is_ca":true},{"name":"Ali Hosni","is_ca":true},{"name":"Ezra Hahn","is_ca":true},{"name":"Jonathan C. Irish","is_ca":true},{"name":"Ralph Gilbert","is_ca":true},{"name":"Christopher M. K. L. Yao","is_ca":true},{"name":"Eric Monteiro","is_ca":true},{"name":"Brian O’Sullivan","is_ca":true},{"name":"John Waldron","is_ca":true},{"name":"Shao Hui Huang","is_ca":true},{"name":"David P. Goldstein","is_ca":true},{"name":"John R. de Almeida","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02226357754726779,"gpt":0.226325407626836,"spread":0.2040618300795682,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00129048,0.0002885039,0.001317536,0.0004144789,0.000279558,0.00004243825,0.0001561131,0.0001894089,0.0001707377],"category_scores_gemma":[0.000234356,0.0003163079,0.00008388811,0.0004273537,0.0001434029,0.0004700297,0.0002960787,0.0004426073,0.000002882136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000873488,"about_ca_system_score_gemma":0.0002269761,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005563002,"about_ca_topic_score_gemma":0.01162803,"domain_scores_codex":[0.997497,0.0001134205,0.0009631168,0.0006611816,0.0001266064,0.0006386495],"domain_scores_gemma":[0.9979479,0.0003945405,0.001135595,0.0002971242,0.00005477466,0.0001701208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000789026,0.0003077445,0.9945382,0.0001639118,0.00006248515,0.000009481111,0.000270483,0.00005006584,2.803343e-7,0.0006314961,0.001622083,0.001554776],"study_design_scores_gemma":[0.002597006,0.0005359837,0.9902474,0.0001203832,0.000009997487,0.000004672273,0.00001482379,0.00005864315,0.000005840744,0.0004068625,0.005658574,0.0003398439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929651,0.002255386,0.000006272825,0.001973719,0.0003803789,0.0005273365,0.001521584,0.00002732671,0.00034292],"genre_scores_gemma":[0.9971291,0.001058902,0.0000536298,0.001234168,0.00007467477,0.0002326759,0.00005725589,0.00004572414,0.0001138668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00606503,"threshold_uncertainty_score":0.9999289,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386116676","doi":"10.1001/jamaoto.2023.2217","title":"Socioeconomic Status Among Cochlear Implant Candidates and Association With Surgical Pursuance","year":2023,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Hearing Loss and Rehabilitation","field":"Neuroscience","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of New Brunswick; University of Ottawa; Dalhousie University","funders":"","keywords":"Candidacy; Cochlear implant; Medicine; Odds ratio; Socioeconomic status; Audiology; Implant; Hearing loss; Demography; Surgery; Population; Internal medicine; Environmental health","authors":[{"name":"Alexandra E. Quimby","is_ca":false},{"name":"Sanjena Venkatesh","is_ca":false},{"name":"Martin Corsten","is_ca":true},{"name":"James Ted McDonald","is_ca":true},{"name":"Tiffany P. Hwa","is_ca":false},{"name":"Douglas C. Bigelow","is_ca":false},{"name":"Michael J. Ruckenstein","is_ca":false},{"name":"Stephanie Johnson‐Obaseki","is_ca":true},{"name":"Jason A. Brant","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01598588749110343,"gpt":0.2576885815522113,"spread":0.2417026940611079,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001007677,0.000222304,0.0004855097,0.0002482819,0.0003316931,0.0001527668,0.0000914379,0.00029629,0.00005372171],"category_scores_gemma":[0.000975134,0.0001889682,0.00009789901,0.0003438777,0.0002838328,0.0004675091,0.00008348234,0.0004152168,0.0002446594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001954674,"about_ca_system_score_gemma":0.0001434908,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004025907,"about_ca_topic_score_gemma":0.00009270943,"domain_scores_codex":[0.9974644,0.000371781,0.0004097933,0.0006490648,0.0002764979,0.0008285167],"domain_scores_gemma":[0.9950905,0.004160175,0.0002413098,0.0002406512,0.00005221431,0.0002151258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001433945,0.00003986434,0.9875558,0.00009148155,0.00001739297,0.0004909862,0.000314309,0.00002558353,0.006127659,0.0001735144,0.003837858,0.001182131],"study_design_scores_gemma":[0.000579793,0.0001026459,0.9921516,0.00008783366,0.00001265664,0.0002021802,0.00006032646,0.001272893,0.001607763,0.0001329706,0.003540014,0.000249287],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966875,0.00005777205,0.000002277852,0.001869677,0.0004403348,0.0003083286,0.00006937794,0.0002928258,0.0002719022],"genre_scores_gemma":[0.998414,0.000405204,0.00002658301,0.0003959208,0.0001342486,0.00007808248,0.0000474552,0.00003789425,0.0004605867],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004595811,"threshold_uncertainty_score":0.7705901,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4390339158","doi":"10.1001/jamaoto.2023.4049","title":"Oral Cavity Cancer Surgical and Nodal Management","year":2023,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Neck dissection; Cancer; Oral cavity; Lymph node; Sentinel node; Dissection (medical); Sentinel lymph node; Basal cell; Biopsy; Radiology; Surgery; Multidisciplinary approach; General surgery; Pathology; Internal medicine; Dentistry","authors":[{"name":"Antoine Eskander","is_ca":true},{"name":"Peter T. Dziegielewski","is_ca":false},{"name":"Mihir R. Patel","is_ca":false},{"name":"Ashok R. Jethwa","is_ca":false},{"name":"Prathamesh Pai","is_ca":false},{"name":"Natalie L. Silver","is_ca":false},{"name":"Mirabelle Sajisevi","is_ca":false},{"name":"Álvaro Sanabria","is_ca":false},{"name":"Ilana Doweck","is_ca":false},{"name":"Samir S. Khariwala","is_ca":false},{"name":"Maie A. St. John","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09507021066727893,"gpt":0.385049470940421,"spread":0.289979260273142,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001136279,0.001029764,0.00665424,0.0007572212,0.0002811158,0.00006585818,0.0002295924,0.001048221,0.0002597338],"category_scores_gemma":[0.0001877543,0.0008132791,0.001224061,0.001037348,0.0004068339,0.0001367222,0.0006038308,0.001446409,0.0003569076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003739919,"about_ca_system_score_gemma":0.0005833721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004945748,"about_ca_topic_score_gemma":0.0002914914,"domain_scores_codex":[0.9948976,0.0004402268,0.001419141,0.001406139,0.000571182,0.001265732],"domain_scores_gemma":[0.9967502,0.001355124,0.0004234222,0.0008157543,0.0001265832,0.0005289212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000190955,0.0001856371,0.01646812,0.08325547,0.001964689,0.01487129,0.0000494031,4.999066e-8,1.356553e-7,0.0001350305,0.04685329,0.836026],"study_design_scores_gemma":[0.0009518298,0.00009546679,0.02032719,0.04011808,0.002275503,0.001947012,0.00001810814,0.000005587904,2.553939e-7,0.00001326597,0.9335655,0.0006821995],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01911818,0.9734442,6.481218e-7,0.0009738108,0.001648122,0.001709153,0.0002205302,0.0004104551,0.002474947],"genre_scores_gemma":[0.000156394,0.9907916,0.00007030204,0.0004773838,0.001121282,0.001345178,0.0003117488,0.0002086697,0.005517433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8867122,"threshold_uncertainty_score":0.9994318,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2055814287","doi":"10.1001/jamaoto.2013.1321","title":"African American Ethnicity as a Risk Factor for Respiratory Complications Following Adenotonsillectomy","year":2013,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Obstructive Sleep Apnea Research","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"McGill University Health Centre; Montreal Children's Hospital","funders":"","keywords":"Medicine; Ethnic group; Cohort; Perioperative; Odds ratio; Retrospective cohort study; Tonsillectomy; Pediatrics; Internal medicine; Surgery","authors":[{"name":"Linda Horwood","is_ca":true},{"name":"Lily H. P. Nguyen","is_ca":false},{"name":"Karen A. Brown","is_ca":false},{"name":"Philippe Paci","is_ca":false},{"name":"Evelyn Constantin","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04120373417754011,"gpt":0.331048057341965,"spread":0.2898443231644249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007833772,0.0004934805,0.001352474,0.0008287246,0.0005510206,0.0001033269,0.0003827944,0.000344429,0.0006226635],"category_scores_gemma":[0.006210699,0.0004650683,0.0009293936,0.001297091,0.0007310522,0.0004189375,0.0002068066,0.001221417,0.0006674724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004072711,"about_ca_system_score_gemma":0.0003791956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00191595,"about_ca_topic_score_gemma":0.0001396123,"domain_scores_codex":[0.9953706,0.0006560858,0.000896263,0.001069859,0.0006706861,0.001336559],"domain_scores_gemma":[0.992287,0.004485236,0.0004855127,0.001277412,0.0007004641,0.0007643266],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000425371,0.0004127052,0.9200251,0.0001636776,0.0006149122,0.0001284071,0.0004796148,0.000001015118,0.01675006,0.00009660034,0.003544391,0.05735822],"study_design_scores_gemma":[0.001608299,0.0004664311,0.981295,0.0001051794,0.0001530261,0.0001208191,0.0004101446,0.0004997818,0.002118605,0.0002105532,0.01256638,0.0004458001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888967,0.0003793008,0.0006040612,0.003712473,0.0003114645,0.003444024,0.0002118459,0.000355664,0.00208452],"genre_scores_gemma":[0.9921477,0.00002482865,0.002356302,0.002717922,0.0003253433,0.002062293,0.00006896668,0.0001375378,0.0001591134],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06126995,"threshold_uncertainty_score":0.9997801,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2268350253","doi":"10.1001/jamaoto.2015.3592","title":"Four-Duct Ligation for the Treatment of Sialorrhea in Children","year":2016,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Botulinum Toxin and Related Neurological Disorders","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"SickKids Foundation; Holland Bloorview Kids Rehabilitation Hospital; Queen's University; University of Toronto","funders":"","keywords":"Sialorrhea; Medicine; Drooling; Cohort; Retrospective cohort study; Pediatrics; Physical therapy; Rehabilitation; Surgery; Internal medicine","authors":[{"name":"Waqas Ullah Khan","is_ca":false},{"name":"Alvi H. Islam","is_ca":true},{"name":"Ann Fu","is_ca":true},{"name":"Diane C. Blonski","is_ca":true},{"name":"Salaha Zaheer","is_ca":true},{"name":"Catherine McCann","is_ca":true},{"name":"Melissa Joseph","is_ca":true},{"name":"Rebecca Perlin","is_ca":true},{"name":"Rajab Khan","is_ca":true},{"name":"Paolo Campisi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03137958167154892,"gpt":0.2687836822792702,"spread":0.2374041006077213,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002997202,0.0002160579,0.0006064606,0.0001736368,0.00007072456,0.000006540494,0.00009748759,0.0003837682,0.00008782055],"category_scores_gemma":[0.0004529288,0.0001038157,0.0003917106,0.000264633,0.0002330517,0.00007920147,0.00001747696,0.0001549695,0.00003001619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005553285,"about_ca_system_score_gemma":0.00008237478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005816702,"about_ca_topic_score_gemma":0.00002169311,"domain_scores_codex":[0.9984251,0.0001287904,0.0005297087,0.0003680742,0.0001465034,0.0004017846],"domain_scores_gemma":[0.9970855,0.002197881,0.0001663992,0.0003905384,0.00006570087,0.00009403067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001354681,0.000784972,0.9289526,0.00004253689,0.0001979993,0.00005601531,0.000080698,0.000005241416,0.004654795,0.0001308098,0.001387904,0.06235175],"study_design_scores_gemma":[0.003551745,0.0009779315,0.9876164,0.0001618768,0.0001225285,0.0002144374,0.000008866861,0.0001285439,0.002685639,0.0004144234,0.003988525,0.0001291329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.980024,0.001244787,0.0000951711,0.0168082,0.0002815612,0.001298376,0.00002354059,0.00005806225,0.0001663251],"genre_scores_gemma":[0.9943072,0.0038429,0.00007706623,0.001058431,0.0001913039,0.0002078263,0.0000291578,0.00002853341,0.0002576321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06222261,"threshold_uncertainty_score":0.423348,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4319656928","doi":"10.1001/jamaoto.2022.4824","title":"Complication Rate of Percutaneous Dilatational Tracheostomy in Critically Ill Adults With Obesity","year":2023,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Tracheal and airway disorders","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Medicine; Perioperative; Contraindication; Percutaneous; Population; Meta-analysis; Observational study; Complication; MEDLINE; Cochrane Library; Systematic review; Surgery; Intensive care medicine; Internal medicine; Pathology","authors":[{"name":"Catherine F. Roy","is_ca":true},{"name":"Jennifer A. Silver","is_ca":true},{"name":"Sena Turkdogan","is_ca":true},{"name":"Lyna Siafa","is_ca":true},{"name":"José A. Correa","is_ca":true},{"name":"Karen Kost","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03890826235040987,"gpt":0.3100221267374245,"spread":0.2711138643870146,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006879497,0.000629409,0.003483986,0.0007570276,0.00007850466,0.00002038795,0.0002378354,0.0008000776,0.0001084087],"category_scores_gemma":[0.001385629,0.0005098638,0.0006677248,0.001064065,0.0003853812,0.0001523835,0.00006586352,0.00118656,0.0001745491],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535299,"about_ca_system_score_gemma":0.000848231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002498521,"about_ca_topic_score_gemma":0.0002915555,"domain_scores_codex":[0.9960874,0.0004418687,0.001578859,0.0009000086,0.0003344959,0.0006574231],"domain_scores_gemma":[0.9950695,0.002884764,0.0005104724,0.0006129635,0.0006633861,0.0002588905],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001901725,0.002786541,0.05817093,0.1640189,0.0007426129,0.005561039,0.0003347513,0.000005680603,0.00001320402,0.0008818621,0.002515571,0.7630672],"study_design_scores_gemma":[0.002444467,0.0007658769,0.5507667,0.1201378,0.001985784,0.01096458,0.0002066014,0.0002119939,0.000003345177,0.000298542,0.3106059,0.001608398],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2422807,0.7513552,0.00003404982,0.002190327,0.0002001539,0.002579779,0.0004661131,0.0002648873,0.0006287949],"genre_scores_gemma":[0.01266895,0.9809411,0.0005196571,0.001147968,0.0001885172,0.0003563005,0.003778798,0.0001716242,0.0002270587],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7614588,"threshold_uncertainty_score":0.9997353,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387764425","doi":"10.1001/jamaoto.2023.3429","title":"Dental Extractions Before Radiation Therapy and the Risk of Osteoradionecrosis in Patients With Head and Neck Cancer","year":2023,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Oral health in cancer treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Mount Sinai Hospital; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Osteoradionecrosis; Medicine; Head and neck cancer; Radiation therapy; Dental extraction; Cancer; Dentistry; Surgery; Retrospective cohort study; Head and neck; Internal medicine","authors":[{"name":"Junhyung Lee","is_ca":true},{"name":"Katrina Hueniken","is_ca":true},{"name":"Karl Cuddy","is_ca":true},{"name":"Jiajie Pu","is_ca":true},{"name":"Amr El Maghrabi","is_ca":true},{"name":"Andrew Hope","is_ca":true},{"name":"Ali Hosni","is_ca":true},{"name":"Michael Glogauer","is_ca":true},{"name":"Erin Watson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02021317192331073,"gpt":0.2938927812897897,"spread":0.273679609366479,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005302136,0.0002170474,0.0006484382,0.0003055354,0.0001750362,0.00001696464,0.00004693438,0.0001756644,0.00003449446],"category_scores_gemma":[0.0001141774,0.0001392656,0.00008515944,0.0006188704,0.0003260394,0.0001991859,0.00003229133,0.0003447228,0.000005228995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053469,"about_ca_system_score_gemma":0.000188409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00383908,"about_ca_topic_score_gemma":0.00260171,"domain_scores_codex":[0.9982641,0.0002295358,0.0004785217,0.0003619131,0.000267133,0.0003987725],"domain_scores_gemma":[0.9984985,0.0006806351,0.0002887115,0.0002936559,0.00008888742,0.000149592],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003801404,0.0002169888,0.9481142,0.0001666468,0.0001348286,0.00002813873,0.0005769442,0.000006605212,0.00000744212,0.00001764242,0.0004361084,0.04649301],"study_design_scores_gemma":[0.01030996,0.0004939312,0.9875365,0.0004174048,0.00009519073,0.00003580882,0.00008620751,0.0002234883,0.00005581528,0.00004395187,0.0005927829,0.0001088923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924324,0.002862079,6.822734e-7,0.00289366,0.000281261,0.001324655,0.0001217146,0.00005427126,0.00002924497],"genre_scores_gemma":[0.992231,0.006451491,0.00007896509,0.000551514,0.0000948384,0.0004072095,0.0001081672,0.00003560115,0.00004122376],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04638411,"threshold_uncertainty_score":0.5803567,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4400534855","doi":"10.1001/jamaoto.2024.1854","title":"Olfactory Impairment and Frailty","year":2024,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Olfactory and Sensory Function Studies","field":"Neuroscience","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Odds ratio; Observational study; Cochrane Library; Odds; CINAHL; Cross-sectional study; Meta-analysis; Gerontology; Internal medicine; Logistic regression; Psychological intervention; Psychiatry; Pathology","authors":[{"name":"Brian Sheng Yep Yeo","is_ca":false},{"name":"Jun He Chan","is_ca":false},{"name":"Benjamin Kye Jyn Tan","is_ca":false},{"name":"Xuandao Liu","is_ca":false},{"name":"Laura Tay","is_ca":false},{"name":"Neville Wei Yang Teo","is_ca":false},{"name":"Tze Choong Charn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2209230829832947,"gpt":0.3356395341978229,"spread":0.1147164512145282,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006810002,0.001165736,0.003541875,0.0008471498,0.0004900543,0.0002542814,0.0003597101,0.001027562,0.0003641499],"category_scores_gemma":[0.001333154,0.0008825147,0.001338135,0.0007525565,0.0005942432,0.0003919499,0.0005506572,0.001936301,0.001904059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001837916,"about_ca_system_score_gemma":0.0003508071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009615479,"about_ca_topic_score_gemma":0.000007595926,"domain_scores_codex":[0.9941402,0.001159817,0.001354483,0.001887166,0.0004841728,0.0009741343],"domain_scores_gemma":[0.9945893,0.003648859,0.0005109133,0.0008565083,0.0000544061,0.0003399648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001266714,0.0004682193,0.002197435,0.07780077,0.0006999248,0.005756213,0.0004627837,2.456032e-7,0.00009729296,0.0007644593,0.1444308,0.7671952],"study_design_scores_gemma":[0.0001310051,0.00008109715,0.000888716,0.007015127,0.0007036232,0.001593889,0.00002191474,0.000004333829,0.00002143145,0.00007179789,0.9886541,0.0008130086],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0239138,0.9674852,0.000002358414,0.0002184822,0.004759192,0.0009652931,0.0003080337,0.0005779904,0.001769683],"genre_scores_gemma":[0.001780914,0.9924427,0.00001032992,0.001071191,0.0007611127,0.0002975717,0.00005031011,0.0001602046,0.0034257],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8442232,"threshold_uncertainty_score":0.9993625,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2512456861","doi":"10.1001/jamaoto.2016.2241","title":"Nodal Disease Burden for Early-Stage Oral Cancer","year":2016,"lang":"en","type":"article","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"BC Cancer Agency; University of British Columbia","funders":"Canadian Cancer Society Research Institute; BC Cancer Foundation; Terry Fox Research Institute","keywords":"Medicine; Neck dissection; Cancer; Stage (stratigraphy); Cancer registry; Surgery; Cumulative incidence; Radiation therapy; Retrospective cohort study; Population; Internal medicine","authors":[{"name":"Kelly Yi Ping Liu","is_ca":true},{"name":"J. Scott Durham","is_ca":true},{"name":"Jonn Wu","is_ca":true},{"name":"Donald W. Anderson","is_ca":true},{"name":"Eitan Prisman","is_ca":true},{"name":"Catherine F. Poh","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04106810703376933,"gpt":0.3193550313719843,"spread":0.2782869243382149,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000484547,0.0004224558,0.001208249,0.0002506954,0.000241283,0.00003111694,0.0001680548,0.0002713021,0.0007276718],"category_scores_gemma":[0.0009685803,0.0002892744,0.0005530317,0.0002570453,0.0003113094,0.0003041644,0.0001232096,0.000259523,0.0001565344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002120168,"about_ca_system_score_gemma":0.0005968139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000563998,"about_ca_topic_score_gemma":0.0002059472,"domain_scores_codex":[0.9970965,0.0001086256,0.0006124154,0.000767223,0.0003538991,0.001061311],"domain_scores_gemma":[0.9971948,0.001061465,0.0001794227,0.0006312865,0.0002856453,0.0006473248],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003184071,0.000158514,0.9145594,0.0005928823,0.0002780372,0.000648157,0.0001632453,4.348327e-7,0.002404777,0.0001547074,0.05398922,0.02386659],"study_design_scores_gemma":[0.00290512,0.0002069807,0.7883374,0.001090515,0.0001810025,0.00003546412,0.00002374931,0.00004683619,0.0007045576,0.00006929347,0.2060233,0.0003757394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682979,0.002366769,0.000110631,0.025566,0.001199027,0.0009480323,0.0004386122,0.0002482785,0.0008247309],"genre_scores_gemma":[0.982442,0.00106972,0.000194019,0.003426308,0.001713163,0.001009711,0.00004522676,0.00009887136,0.01000104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1520341,"threshold_uncertainty_score":0.999956,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387357458","doi":"10.1001/jamaoto.2023.3010","title":"Methods, Detection Rates, and Survival Outcomes of Screening for Head and Neck Cancers","year":2023,"lang":"en","type":"review","venue":"JAMA Otolaryngology–Head & Neck Surgery","topic":"Head and Neck Cancer Studies","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; Queen's University; Health Sciences Centre; Public Health Ontario; University of Toronto; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Observational study; MEDLINE; Critical appraisal; Population; Systematic review; Nasopharyngeal carcinoma; Randomized controlled trial; Clinical trial; Family medicine; Internal medicine; Alternative medicine; Pathology; Radiation therapy; Environmental health","authors":[{"name":"Edward A. Sykes","is_ca":true},{"name":"Natalie Weisbrod","is_ca":true},{"name":"Ella Rival","is_ca":true},{"name":"Md. Aminul Haque","is_ca":false},{"name":"Rui Fu","is_ca":true},{"name":"Antoine Eskander","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1295057620610759,"gpt":0.4211865592094183,"spread":0.2916807971483423,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00245296,0.0008502284,0.007562809,0.0008050938,0.0002791129,0.00003934609,0.0001331796,0.0009078833,0.00001410334],"category_scores_gemma":[0.002546547,0.0006926884,0.0009677277,0.0007397972,0.0003712446,0.00015918,0.000227156,0.0008283507,0.000004795578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949157,"about_ca_system_score_gemma":0.0006449228,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001044743,"about_ca_topic_score_gemma":0.0009280703,"domain_scores_codex":[0.995495,0.0006508265,0.001620222,0.001072452,0.0003059686,0.0008555644],"domain_scores_gemma":[0.9908529,0.007243809,0.0007950155,0.0005452747,0.0002411919,0.0003218269],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003041566,0.00004308798,0.05074088,0.05273219,0.001699416,0.00009541401,0.00008991161,1.492898e-7,0.0000115279,0.00002047495,0.001177371,0.8930854],"study_design_scores_gemma":[0.002149317,0.0005683157,0.1482837,0.03623371,0.002988439,0.0004741665,0.0001144209,0.00008076502,0.00003580764,0.00004366979,0.8081415,0.0008862017],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03691363,0.9583181,0.0003416055,0.000339665,0.001417207,0.002120824,0.0002317031,0.0001915776,0.0001257207],"genre_scores_gemma":[0.000336262,0.9932741,0.004039236,0.0002506774,0.0004578189,0.0008484001,0.0001703923,0.0001988673,0.0004242434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8921992,"threshold_uncertainty_score":0.9995524,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}