{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":139,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":139,"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":"105fbdb37caa","filters":{"venue":"Journal of Lower Genital Tract Disease"}},"results":[{"id":"W2106213615","doi":"10.1097/lgt.0b013e31824ca9d5","title":"American Cancer Society, American Society for Colposcopy and Cervical Pathology, and American Society for Clinical Pathology Screening Guidelines for the Prevention and Early Detection of Cervical Cancer","year":2012,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":919,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Colposcopy; Guideline; Cervical cancer; Gynecology; Cervical cancer screening; Cancer screening; Cervical screening; Cancer; Obstetrics; Pathology; Family medicine; Internal medicine","authors":[{"name":"Debbie Saslow","is_ca":false},{"name":"Diane Solomon","is_ca":false},{"name":"Herschel W. Lawson","is_ca":false},{"name":"Maureen Killackey","is_ca":false},{"name":"Shalini Kulasingam","is_ca":false},{"name":"Joanna M. Cain","is_ca":false},{"name":"Francisco García","is_ca":false},{"name":"Ann Moriarty","is_ca":false},{"name":"Alan G. Waxman","is_ca":false},{"name":"David C. Wilbur","is_ca":false},{"name":"Nicolas Wentzensen","is_ca":false},{"name":"Levi S. Downs","is_ca":false},{"name":"Mark Spitzer","is_ca":false},{"name":"Anna-Barbara Moscicki","is_ca":false},{"name":"Eduardo L. Franco","is_ca":true},{"name":"Mark H. Stoler","is_ca":false},{"name":"Mark Schiffman","is_ca":false},{"name":"Philip E. Castle","is_ca":false},{"name":"Evan R. Myers","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2127035033117109,"gpt":0.5128734571723481,"spread":0.3001699538606372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002037766,0.0005351015,0.002746357,0.00008957976,0.0003023199,0.00007081372,0.0002373467,0.000282911,0.00002962934],"category_scores_gemma":[0.0004849349,0.0003561969,0.004193092,0.0003749914,0.00223394,0.0001776184,0.0001578127,0.0009523737,1.379355e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001820918,"about_ca_system_score_gemma":0.0009894286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00020242,"about_ca_topic_score_gemma":0.00008295398,"domain_scores_codex":[0.9961579,0.0001975654,0.001799374,0.0006326959,0.000522032,0.0006904135],"domain_scores_gemma":[0.9929737,0.002290662,0.001991559,0.0002900331,0.001554192,0.0008998754],"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":[0.002651354,0.0004479832,0.0046514,0.007513193,0.001597028,0.000008425654,0.0001627897,7.007559e-7,0.00003501535,0.000002579558,0.001118331,0.9818112],"study_design_scores_gemma":[0.01081809,0.01777682,0.2846666,0.002612467,0.04419863,0.0006135637,0.002829286,0.00179165,0.00001211583,0.000158497,0.6332037,0.001318609],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05533759,0.9264399,0.01070226,0.002823032,0.0003776098,0.003091957,0.001208485,0.00001721629,0.000001949351],"genre_scores_gemma":[0.03620503,0.9485843,0.0102274,0.00102347,0.002939075,0.0008140872,0.00003540007,0.0001155905,0.00005566808],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9804926,"threshold_uncertainty_score":0.999889,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2395982254","doi":"10.1097/lgt.0b013e31825c31dd","title":"The Lower Anogenital Squamous Terminology Standardization Project for HPV-Associated Lesions","year":2012,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":492,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital","funders":"","keywords":"Terminology; Medicine; Standardization; Stakeholder; Professional association; Consensus conference; MEDLINE; Colposcopy; Pathology; Family medicine; Public relations; Internal medicine; Cervical cancer; Cancer","authors":[{"name":"Teresa M. Darragh","is_ca":false},{"name":"Terence J. Colgan","is_ca":true},{"name":"J. Thomas Cox","is_ca":false},{"name":"Debra S. Heller","is_ca":false},{"name":"Michael Henry","is_ca":false},{"name":"Ronald D. Luff","is_ca":false},{"name":"Timothy H. McCalmont","is_ca":false},{"name":"Ritu Nayar","is_ca":false},{"name":"Joel M. Palefsky","is_ca":false},{"name":"Mark H. Stoler","is_ca":false},{"name":"Edward J. Wilkinson","is_ca":false},{"name":"Richard J. Zaino","is_ca":false},{"name":"David C. Wilbur","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04772625054552319,"gpt":0.3660538760685803,"spread":0.3183276255230571,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006446295,0.0001569311,0.0002922414,0.000144209,0.0002649125,0.00006216573,0.0001575592,0.00009460206,0.000441534],"category_scores_gemma":[0.001971741,0.00009707677,0.0004866373,0.0002067686,0.0001200621,0.0002982168,0.0000357559,0.0003517186,0.00001125454],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002514728,"about_ca_system_score_gemma":0.0008596259,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003419766,"about_ca_topic_score_gemma":0.000005528302,"domain_scores_codex":[0.9981167,0.00008786878,0.0004866962,0.0001219757,0.0006470769,0.0005396573],"domain_scores_gemma":[0.9976823,0.0004640084,0.0002169852,0.0001985511,0.0008326994,0.0006054355],"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":[0.1361337,0.04074375,0.1941897,0.0008911858,0.002334639,0.00367324,0.002091172,0.00005977487,0.005829755,0.0008580009,0.08586593,0.5273292],"study_design_scores_gemma":[0.008562731,0.006195113,0.9027913,0.00004192354,0.001278977,0.0004928211,0.0005276127,0.0001916975,0.0004717143,0.000385307,0.07869799,0.000362769],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9878312,0.004610419,0.0007890752,0.001680237,0.00132593,0.0009614925,0.0002890442,0.00002717372,0.002485467],"genre_scores_gemma":[0.9977587,0.0001271715,0.00006883611,0.0002079993,0.00101488,0.00002565235,0.00002604028,0.00003337174,0.0007373028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7086017,"threshold_uncertainty_score":0.4834488,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082618248","doi":"10.1097/00128360-200204000-00012","title":"2001 Consensus Guidelines for the Management of Women with Cervical Cytological Abnormalities","year":2002,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":257,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Medicine; Consensus conference; MEDLINE; Gynecology; Colposcopy; Obstetrics; Internal medicine; Cervical cancer","authors":[{"name":"Thomas C. Wright","is_ca":false},{"name":"J. Thomas Cox","is_ca":false},{"name":"L. Stewart Massad","is_ca":false},{"name":"Leo B. Twiggs","is_ca":true},{"name":"Edward J. Wilkinson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1239207338632569,"gpt":0.368677606771191,"spread":0.244756872907934,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004912478,0.0001299244,0.0003390177,0.00007105975,0.0000640877,0.0000234427,0.0001732582,0.00003844776,0.004430367],"category_scores_gemma":[0.0001936667,0.00006488036,0.0002280467,0.0001353437,0.0001912242,0.0000554051,0.00003372663,0.0002109728,0.000007058517],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116402,"about_ca_system_score_gemma":0.0001031311,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004005175,"about_ca_topic_score_gemma":0.000001154556,"domain_scores_codex":[0.9982414,0.0000305557,0.0005397989,0.0001133311,0.0006860592,0.0003888333],"domain_scores_gemma":[0.9977993,0.000271518,0.0001532251,0.0001962827,0.0009844101,0.0005952752],"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":[0.3085151,0.02352359,0.06761257,0.01099354,0.01038685,0.03868036,0.002328406,0.001276395,0.0003862368,0.002681502,0.1828706,0.3507449],"study_design_scores_gemma":[0.01560728,0.009917468,0.8968786,0.0002764312,0.002056176,0.001705874,0.006147933,0.002323871,0.0001060099,0.0008784396,0.06368434,0.0004175732],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9759808,0.00478372,0.0002921301,0.01394981,0.0001571222,0.0005523802,0.0000721777,0.00001106361,0.004200805],"genre_scores_gemma":[0.9963415,0.0005669076,0.0008822922,0.0008137819,0.0003633999,0.0000244104,0.000001415827,0.00001454122,0.0009917674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.829266,"threshold_uncertainty_score":0.9964797,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2509208600","doi":"10.1097/lgt.0000000000000256","title":"2016 IANS International Guidelines for Practice Standards in the Detection of Anal Cancer Precursors","year":2016,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":185,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Berger (Canada)","funders":"National Center for Research Resources","keywords":"Medicine; Anal cancer; Certification; Family medicine; Intraepithelial neoplasia; Medical physics; Medical education; Cancer; Internal medicine","authors":[{"name":"Richard J. Hillman","is_ca":false},{"name":"Tamzin Cuming","is_ca":false},{"name":"Teresa M. Darragh","is_ca":false},{"name":"Mayura Nathan","is_ca":false},{"name":"Michael Berry-Lawthorn","is_ca":false},{"name":"Stephen E. Goldstone","is_ca":false},{"name":"Carmella Law","is_ca":false},{"name":"Joel M. Palefsky","is_ca":false},{"name":"Luis F. Barroso","is_ca":false},{"name":"Elizabeth A. Stier","is_ca":false},{"name":"Céline Bouchard","is_ca":true},{"name":"Justine Almada","is_ca":false},{"name":"Naomi Jay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06743512145929442,"gpt":0.4547575388015192,"spread":0.3873224173422248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001099772,0.00008239488,0.0001752489,0.000158108,0.00002553378,0.00001914703,0.0001619195,0.00003536001,0.000770318],"category_scores_gemma":[0.004404177,0.00004052983,0.0002341642,0.0001248707,0.00005589477,0.0003426439,0.00001331893,0.000155066,0.000001292431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002331701,"about_ca_system_score_gemma":0.000913168,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004122849,"about_ca_topic_score_gemma":0.00005650751,"domain_scores_codex":[0.9982175,0.00005726809,0.0004873926,0.00009616999,0.0009927135,0.0001489771],"domain_scores_gemma":[0.9960671,0.0003919368,0.0002382464,0.0001115445,0.003011581,0.0001795678],"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":[0.08166143,0.002904586,0.01506719,0.000294124,0.0005167355,0.0006165927,0.0005331079,0.00005213708,0.01439792,0.0000657324,0.01499437,0.8688961],"study_design_scores_gemma":[0.01828229,0.004943357,0.6384003,0.0008026381,0.001180018,0.0004798731,0.001934674,0.0004024679,0.004012303,0.001301168,0.3279166,0.0003443677],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8295371,0.01174922,0.01606673,0.1310513,0.002548099,0.001405007,0.001880096,0.0000149061,0.005747567],"genre_scores_gemma":[0.9970957,0.0009749233,0.0001654364,0.0005365587,0.0009780247,0.00001846498,0.00000156207,0.00001091297,0.000218386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8685517,"threshold_uncertainty_score":0.8434442,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3145837550","doi":"10.1097/lgt.0000000000000604","title":"The Natural History of Cervical Intraepithelial Neoplasia Grades 1, 2, and 3: A Systematic Review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":164,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Health Sciences Centre","funders":"","keywords":"Medicine; Meta-analysis; Cervical intraepithelial neoplasia; Natural history; MEDLINE; Gynecology; Oncology; Internal medicine; Cervical cancer; Cancer","authors":[{"name":"Diede Loopik","is_ca":false},{"name":"Heidi A. Bentley","is_ca":true},{"name":"Maria N. Eijgenraam","is_ca":false},{"name":"Joanna IntHout","is_ca":false},{"name":"Ruud L.M. Bekkers","is_ca":false},{"name":"J. Bentley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07069017980683838,"gpt":0.3697865412874107,"spread":0.2990963614805723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001143395,0.000394067,0.007335697,0.0002920448,0.00005324958,0.00005793139,0.0002644391,0.0001179855,0.0008476898],"category_scores_gemma":[0.001272448,0.0001855719,0.005222348,0.0004590357,0.0002533907,0.0001073562,0.00009586721,0.001006317,0.000002416729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000267894,"about_ca_system_score_gemma":0.001549056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005375912,"about_ca_topic_score_gemma":0.00000612843,"domain_scores_codex":[0.9960294,0.0006270326,0.00179389,0.0002747732,0.001021306,0.0002536424],"domain_scores_gemma":[0.9960769,0.00101542,0.001044687,0.0004713749,0.0006393177,0.0007522536],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001607144,0.0002997383,0.000004125711,0.8828539,0.1017897,0.001194439,0.0000350682,3.35624e-8,1.160985e-7,0.00002655524,0.0006282916,0.01300728],"study_design_scores_gemma":[0.0002719896,0.0001932416,0.0001378348,0.01150948,0.9260544,0.001075621,0.00002500979,0.00000271048,4.215537e-8,0.00001139058,0.06054942,0.0001689285],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001539708,0.9980879,0.000002363361,0.0006049261,0.0001453621,0.0009388904,0.00009736237,0.000003684841,0.000104048],"genre_scores_gemma":[0.002326615,0.9961817,0.00002274466,0.0002544485,0.0001457022,0.00004121213,0.00001605868,0.00003136175,0.0009801164],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8713444,"threshold_uncertainty_score":0.9281609,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2984284967","doi":"10.1097/lgt.0000000000000494","title":"Clinical Utility of Human Papillomavirus Genotyping in Cervical Cancer Screening: A Systematic Review","year":2019,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":154,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Genotyping; Colposcopy; Cervical cancer; Cervical intraepithelial neoplasia; Squamous intraepithelial lesion; Oncology; Systematic review; Observational study; Internal medicine; Gynecology; MEDLINE; Meta-analysis; Cancer; Genotype","authors":[{"name":"Jesper Bonde","is_ca":false},{"name":"Maria Teresa Sandri","is_ca":false},{"name":"Devin S. Gary","is_ca":false},{"name":"Jeffrey C Andrews","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2167300124813909,"gpt":0.5027128164972904,"spread":0.2859828040158995,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003257257,0.0005309351,0.007853996,0.0004429898,0.00004049667,0.00003168011,0.0006359113,0.0003553232,0.003378766],"category_scores_gemma":[0.001785431,0.0003539684,0.004092393,0.0006407889,0.0001624302,0.0001666638,0.0001553746,0.002301337,0.00004126072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002667265,"about_ca_system_score_gemma":0.002584473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000354292,"about_ca_topic_score_gemma":0.00001139064,"domain_scores_codex":[0.9913103,0.000975995,0.005173822,0.0004670785,0.001570566,0.000502252],"domain_scores_gemma":[0.9942233,0.0007664963,0.002180268,0.0008623072,0.0007821685,0.001185478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0005221146,0.001258294,0.00126694,0.8313953,0.0005759889,0.00124364,0.000009230986,9.510226e-8,1.945704e-7,0.000003272184,0.0001985539,0.1635263],"study_design_scores_gemma":[0.002123849,0.0009512113,0.02305221,0.9180902,0.02226819,0.000271983,0.00001839364,0.0000147422,1.587527e-7,0.00002198686,0.03271871,0.0004684327],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003285832,0.9955647,0.00000944688,0.00009951976,0.0003407297,0.002853277,0.0001503912,0.000008718334,0.0006446209],"genre_scores_gemma":[0.01215409,0.9865856,0.00003445602,0.0002883053,0.0005828264,0.0000659283,0.00002954339,0.00007757293,0.0001817128],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1630579,"threshold_uncertainty_score":0.9998912,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2942873537","doi":"10.1097/lgt.0000000000000458","title":"International Anal Neoplasia Society Guidelines for the Practice of Digital Anal Rectal Examination","year":2019,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Colorectal and Anal Carcinomas","field":"Medicine","cited_by":97,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Berger (Canada)","funders":"","keywords":"Medicine; Rectal examination; Quality assurance; Medical physics; Pathology; Internal medicine","authors":[{"name":"Richard J. Hillman","is_ca":false},{"name":"J. Michael Berry-Lawhorn","is_ca":false},{"name":"Jason J. Ong","is_ca":false},{"name":"Tamzin Cuming","is_ca":false},{"name":"Mayura Nathan","is_ca":false},{"name":"Stephen E. Goldstone","is_ca":false},{"name":"Olivier Richel","is_ca":false},{"name":"Luis F. Barrosso","is_ca":false},{"name":"Teresa M. Darragh","is_ca":false},{"name":"Carmella Law","is_ca":false},{"name":"Céline Bouchard","is_ca":true},{"name":"Elizabeth A. Stier","is_ca":false},{"name":"Joel M. Palefsky","is_ca":false},{"name":"Naomi Jay","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1125967142732102,"gpt":0.4097069865423227,"spread":0.2971102722691126,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007568528,0.0003520297,0.001120515,0.0002009379,0.00006087873,0.00008390183,0.0003627948,0.0001568203,0.0001016629],"category_scores_gemma":[0.003312879,0.0002078882,0.003169079,0.0002616561,0.00009185984,0.0006566973,0.00007028785,0.0005499221,0.00001008389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001949091,"about_ca_system_score_gemma":0.001200542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001559634,"about_ca_topic_score_gemma":3.096436e-7,"domain_scores_codex":[0.9970964,0.00006416,0.001428299,0.0002423648,0.0009570203,0.0002117534],"domain_scores_gemma":[0.9940002,0.001293414,0.001768654,0.0002290032,0.002420808,0.000287934],"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":[0.001722929,0.001091306,0.0001199974,0.004499893,0.001865201,0.0003845688,0.00007373479,0.000008423235,0.000005882163,0.0000164871,0.008395038,0.9818165],"study_design_scores_gemma":[0.001117044,0.001192379,0.001525973,0.002915733,0.009130332,0.002229928,0.0003355702,0.0003631337,0.000001175284,0.00001648429,0.9809299,0.0002423479],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00168006,0.9924091,0.0003493234,0.001296745,0.001687175,0.0008450734,0.0007142834,0.000009611505,0.001008605],"genre_scores_gemma":[0.03575449,0.9586486,0.0006475266,0.0001990924,0.003267376,0.00001892648,0.0002457766,0.00006253081,0.001155704],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9815742,"threshold_uncertainty_score":0.8477436,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1966876128","doi":"10.1097/01.lgt.0000245038.06977.a7","title":"Outcomes After Treatment of Cervical Intraepithelial Neoplasia Among Women With HIV","year":2007,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":73,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster Divinity College","funders":"National Institute of Allergy and Infectious Diseases; Eunice Kennedy Shriver National Institute of Child Health and Human Development; National Cancer Institute; National Center for Research Resources; U.S. Public Health Service","keywords":"Medicine; Colposcopy; Cervical intraepithelial neoplasia; Hazard ratio; Squamous intraepithelial lesion; Internal medicine; Gynecology; Odds ratio; Epidemiology; Prospective cohort study; Obstetrics; Cervical cancer; Confidence interval; Cancer","authors":[{"name":"L. Stewart Massad","is_ca":false},{"name":"Melissa Fazzari","is_ca":false},{"name":"Kathryn Anastos","is_ca":false},{"name":"Robert S. Klein","is_ca":true},{"name":"Howard Minkoff","is_ca":false},{"name":"Denise J. Jamieson","is_ca":true},{"name":"Ann Duerr","is_ca":true},{"name":"David D. Celentano","is_ca":true},{"name":"Stephen J. Gange","is_ca":false},{"name":"Susan Cu‐Uvin","is_ca":false},{"name":"Mary Young","is_ca":false},{"name":"D. Heather Watts","is_ca":false},{"name":"Alexandra M. Levine","is_ca":false},{"name":"Paula Schuman","is_ca":true},{"name":"Tiffany G. Harris","is_ca":false},{"name":"Howard D. Strickler","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01166256485872705,"gpt":0.2946081503986237,"spread":0.2829455855398966,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002369436,0.0002007491,0.0005363168,0.0002187851,0.00002842318,0.0000220965,0.00009406202,0.0000651006,0.00335419],"category_scores_gemma":[0.00006532864,0.0001174968,0.0003133911,0.0001784907,0.0001594278,0.0001723082,0.00001721782,0.0002365161,0.00001790793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003339624,"about_ca_system_score_gemma":0.0003931006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001185091,"about_ca_topic_score_gemma":0.00001905252,"domain_scores_codex":[0.9979768,0.00002783626,0.0005608463,0.0001534194,0.0008557074,0.0004253691],"domain_scores_gemma":[0.9978052,0.0001375283,0.0001668095,0.0002183626,0.0003415797,0.001330495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05439532,0.003706506,0.9108438,0.0001208974,0.0003206139,0.008309035,0.0006030733,0.000004316276,0.0001029653,0.000003802635,0.00004127913,0.02154838],"study_design_scores_gemma":[0.005728556,0.004451982,0.9877836,0.00003213943,0.0003009074,0.0001614215,0.0003364547,0.000007005318,0.0002599463,0.00003849782,0.000779726,0.0001197736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971727,0.0004046149,0.0000912487,0.0005196392,0.0001290559,0.0002263241,0.00004696272,0.000008775352,0.001400673],"genre_scores_gemma":[0.9986533,0.00005172862,0.0001446248,0.0001506841,0.0004717416,0.000009385118,0.000003051943,0.00002819403,0.000487292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07693978,"threshold_uncertainty_score":0.9975569,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2395988574","doi":"10.1097/lgt.0000000000000142","title":"Malignant Melanoma of Vulva and Vagina","year":2015,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":70,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Neuroblastoma RAS viral oncogene homolog; Vulva; Vagina; Melanoma; Mutation; Mucosal melanoma; Sex organ; Dermatology; Vaginal disease; Vulvar cancer; Oncology; Pathology; Internal medicine; Cancer; Cancer research; Surgery; Gene; KRAS; Biology; Genetics","authors":[{"name":"Marjan Rouzbahman","is_ca":true},{"name":"Suzanne Kamel‐Reid","is_ca":false},{"name":"Ayman Al Habeeb","is_ca":false},{"name":"Marcus O. Butler","is_ca":false},{"name":"Jason Dodge","is_ca":false},{"name":"Stéphane Laframboise","is_ca":false},{"name":"Joan Murphy","is_ca":false},{"name":"Golnar Rasty","is_ca":false},{"name":"Danny Ghazarian","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02311426531851783,"gpt":0.2660960078420838,"spread":0.242981742523566,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002062258,0.00009997447,0.0002459526,0.000159143,0.00001635976,0.00001582496,0.00005477074,0.00002793823,0.00009585293],"category_scores_gemma":[0.0001353204,0.00007510822,0.000134226,0.00006583025,0.00004622649,0.0001068112,0.00002480508,0.0001158461,0.00001124996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004342361,"about_ca_system_score_gemma":0.00014792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005148826,"about_ca_topic_score_gemma":8.164093e-7,"domain_scores_codex":[0.9990501,0.00002488507,0.0003485323,0.00008883622,0.000369527,0.000118148],"domain_scores_gemma":[0.99876,0.00002404257,0.0002057001,0.0001343655,0.0002099249,0.0006659895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08269928,0.02442825,0.3169456,0.003026873,0.003749419,0.2285834,0.006305875,0.0001698278,0.07068294,0.001368587,0.0592001,0.2028398],"study_design_scores_gemma":[0.02307741,0.02183725,0.6968527,0.0009247327,0.005035815,0.03810751,0.004342962,0.0007157474,0.00590178,0.002333518,0.1998299,0.001040669],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944515,0.001376881,0.0001134524,0.0007479655,0.0004783275,0.0001309319,0.000008965842,0.000008964986,0.002682995],"genre_scores_gemma":[0.9980884,0.00006209378,0.0002643074,0.0001705404,0.0001982629,9.059264e-7,0.000001216676,0.00001273868,0.001201526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.379907,"threshold_uncertainty_score":0.3062824,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2334669230","doi":"10.1097/lgt.0b013e3181dc115b","title":"Self-Collection for Vaginal Human Papillomavirus Testing","year":2010,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","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":"McMaster University","funders":"","keywords":"Medicine; Sampling (signal processing); CINAHL; MEDLINE; Confidence interval; Human papillomavirus; Clinical psychology; Preference; Family medicine; Gynecology; Statistics; Psychiatry; Internal medicine","authors":[{"name":"Jennifer Huynh","is_ca":true},{"name":"Michelle Howard","is_ca":true},{"name":"Alice Lytwyn","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1079100474123527,"gpt":0.4269080269887072,"spread":0.3189979795763545,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006313586,0.0003860566,0.001507937,0.0004714765,0.0002131562,0.0001061997,0.0002600204,0.0002720843,0.0008214654],"category_scores_gemma":[0.001150348,0.0002801653,0.001627869,0.0004369761,0.0000609211,0.0001781415,0.00004342551,0.001672157,0.00002686943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000359376,"about_ca_system_score_gemma":0.002427143,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004339246,"about_ca_topic_score_gemma":0.000002351895,"domain_scores_codex":[0.997361,0.0000820786,0.001046175,0.0002874128,0.0007934716,0.0004298479],"domain_scores_gemma":[0.9963063,0.0006109538,0.0006480108,0.0002953425,0.0009995369,0.001139844],"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":[0.0006000809,0.001821651,0.0001707771,0.02443941,0.0003414872,0.001307699,0.00002081534,1.17222e-7,0.00001030382,0.00001166955,0.001064608,0.9702114],"study_design_scores_gemma":[0.001307007,0.00202205,0.002916129,0.002954618,0.005534141,0.001281714,0.000007767095,0.000009970828,0.000001078827,0.0001131277,0.9835388,0.0003136064],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003767263,0.9937534,0.00003293079,0.00005619769,0.0007699767,0.001180282,0.00009044052,0.00003550755,0.003704594],"genre_scores_gemma":[0.002661532,0.9892884,0.001465488,0.00008141178,0.005066171,0.00009441701,0.00004016906,0.0001398915,0.001162487],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9824742,"threshold_uncertainty_score":0.9999651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2917808325","doi":"10.1097/lgt.0000000000000461","title":"Descriptors of Vulvodynia: A Multisocietal Definition Consensus (International Society for the Study of Vulvovaginal Disease, the International Society for the Study of Women Sexual Health, and the International Pelvic Pain Society)","year":2019,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"","keywords":"Vulvodynia; Terminology; Medicine; Reproductive health; Vulvar Diseases; MEDLINE; Pelvic pain; Family medicine; Gynecology; Population; Vulva; Dermatology; Environmental health; Surgery; Linguistics","authors":[{"name":"Jacob Bornstein","is_ca":false},{"name":"Mario Preti","is_ca":false},{"name":"James A. Simon","is_ca":false},{"name":"Sawsan As‐Sanie","is_ca":false},{"name":"Colleen K. Stockdale","is_ca":false},{"name":"Joshua Epstein","is_ca":false},{"name":"Sharon J. Parish","is_ca":false},{"name":"Gianluigi Radici","is_ca":false},{"name":"Pedro Vieira‐Baptista","is_ca":false},{"name":"Caroline F. Pukall","is_ca":true},{"name":"Micheline Moyal‐Barracco","is_ca":false},{"name":"Andrew T. Goldstein","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04966072334879316,"gpt":0.3086139364884315,"spread":0.2589532131396383,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003174446,0.0002610139,0.0005186283,0.00005901923,0.0003692939,0.00007044265,0.0004665412,0.00005180459,0.00007246621],"category_scores_gemma":[0.0009657331,0.0001287771,0.001043716,0.0001791797,0.0004727001,0.000162875,0.0001355131,0.0003843511,7.716841e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002762612,"about_ca_system_score_gemma":0.0006315819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005510284,"about_ca_topic_score_gemma":0.00001092563,"domain_scores_codex":[0.9968764,0.0001275727,0.001095417,0.0002770442,0.001356513,0.0002671076],"domain_scores_gemma":[0.9933723,0.003552282,0.001175268,0.0002990355,0.001382902,0.0002182746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.1232433,0.0375554,0.4151946,0.001146563,0.05393654,0.0000272965,0.1762709,0.002164032,0.001539002,0.0009414091,0.1725033,0.01547772],"study_design_scores_gemma":[0.04218916,0.008841138,0.2186903,0.0001221218,0.002634172,0.00006945962,0.6941807,0.02370359,0.000007515918,0.0003844209,0.008895408,0.0002819766],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797639,0.001612252,0.001067066,0.01209257,0.00243022,0.002681824,0.0003041729,0.00001116227,0.00003686539],"genre_scores_gemma":[0.9960432,0.0002315563,0.0001930229,0.002043657,0.000594958,0.0001978571,0.00002592482,0.00002640359,0.0006434036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5179099,"threshold_uncertainty_score":0.525138,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058176672","doi":"10.1097/00128360-200307000-00002","title":"2001 Consensus Guidelines for the Management of Women with Cervical Intraepithelial Neoplasia","year":2003,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Colposcopy; Medicine; Cervical intraepithelial neoplasia; Cervical cancer; Consensus conference; Gynecology; Family medicine; MEDLINE; Cervical cancer screening; Cancer; Internal medicine","authors":[{"name":"Thomas C. Wright","is_ca":false},{"name":"J. Thomas Cox","is_ca":false},{"name":"L. Stewart Massad","is_ca":false},{"name":"Jay W. Carlson","is_ca":false},{"name":"Leo B. Twiggs","is_ca":true},{"name":"Edward J. Wilkinson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05821866363493275,"gpt":0.3610511453107096,"spread":0.3028324816757769,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007151046,0.0001397108,0.0003263637,0.00008124747,0.00005941114,0.00002331799,0.0001480975,0.00003656706,0.001637268],"category_scores_gemma":[0.0003177177,0.00007466946,0.0002176851,0.0001752566,0.0001286755,0.00004807089,0.00001772944,0.000220505,0.000005218021],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001381754,"about_ca_system_score_gemma":0.0005171993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004071537,"about_ca_topic_score_gemma":0.000002339551,"domain_scores_codex":[0.9982094,0.00003799023,0.0005447287,0.0001254858,0.0006900348,0.0003923248],"domain_scores_gemma":[0.9975536,0.0002182971,0.0001710091,0.0002202873,0.001138187,0.0006985654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4393179,0.01826779,0.04721507,0.00887195,0.0114258,0.02044947,0.001514213,0.001723625,0.001823201,0.004283121,0.06942692,0.3756809],"study_design_scores_gemma":[0.03253568,0.01193026,0.7829596,0.0004332733,0.003777521,0.002064419,0.006177828,0.0007019945,0.0009060503,0.002171535,0.1557259,0.0006159358],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9874907,0.001925946,0.0008045951,0.005804048,0.0003041374,0.0007063486,0.0000660007,0.000007884796,0.002890385],"genre_scores_gemma":[0.9965354,0.000254064,0.001823311,0.0005583121,0.0003466393,0.00002202997,0.000001476393,0.00002282272,0.0004360038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7357445,"threshold_uncertainty_score":0.9992754,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2404579619","doi":"10.1097/lgt.0000000000000215","title":"Regression and Progression Predictors of CIN2 in Women Younger Than 25 Years","year":2016,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Nova Scotia Health Authority; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; Colposcopy; Cervical intraepithelial neoplasia; Hazard ratio; Retrospective cohort study; Proportional hazards model; Obstetrics; Gynecology; Cervical cancer; Cancer; Internal medicine; Confidence interval","authors":[{"name":"Diede Loopik","is_ca":true},{"name":"Steve Doucette","is_ca":true},{"name":"Ruud L.M. Bekkers","is_ca":true},{"name":"J. Bentley","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01511101069861952,"gpt":0.3215808425160661,"spread":0.3064698318174465,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003382414,0.00009657504,0.0002727672,0.0002207582,0.0000147121,0.00001059648,0.00008197469,0.0000553168,0.0006814942],"category_scores_gemma":[0.000267807,0.00005157775,0.0001095158,0.0001368472,0.0001016142,0.0002556043,0.00004153764,0.0001959255,0.000003404091],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001182458,"about_ca_system_score_gemma":0.0002458236,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000273908,"about_ca_topic_score_gemma":9.134397e-7,"domain_scores_codex":[0.9986253,0.0000464227,0.0003653299,0.000119815,0.0006196512,0.0002235216],"domain_scores_gemma":[0.998836,0.0000778282,0.0001500278,0.0001340905,0.0001651161,0.0006369522],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02242937,0.001775534,0.7500793,0.0003070424,0.00007764413,0.002419195,0.0005759997,3.084496e-7,0.01183726,0.000007467473,0.0005946451,0.2098963],"study_design_scores_gemma":[0.003244629,0.001191568,0.9932644,0.0004880372,0.00004493843,0.00005495576,0.0001087597,0.000003359703,0.0003428569,0.0001214691,0.001071579,0.00006349727],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965109,0.001878622,0.000003865651,0.00075157,0.0001496012,0.0001546759,0.00001910829,0.000004637597,0.0005269721],"genre_scores_gemma":[0.9989152,0.000464079,0.00002765189,0.00004834965,0.0002331843,0.000004665812,8.064628e-7,0.00001428064,0.0002918119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2431851,"threshold_uncertainty_score":0.7461884,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2765110977","doi":"10.1097/lgt.0000000000000361","title":"Development of the Adult Vulvar Lichen Sclerosus Severity Scale—A Delphi Consensus Exercise for Item Generation","year":2017,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Genital Health and Disease","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 Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Lichen sclerosus; Delphi method; Inclusion (mineral); Scale (ratio); Clinical trial; MEDLINE; Quality of life (healthcare); Consensus conference; Disease; Delphi; Family medicine; Physical therapy; Dermatology; Psychology; Pathology; Internal medicine; Nursing","authors":[{"name":"Michal Sheinis","is_ca":true},{"name":"Amanda Selk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05050449282951344,"gpt":0.320985824459271,"spread":0.2704813316297576,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003614453,0.0002084317,0.0003918677,0.00008309889,0.0004926624,0.00006201027,0.000292509,0.00008906295,0.00003241294],"category_scores_gemma":[0.001136946,0.0001446216,0.0004583669,0.00006027365,0.0001374995,0.0001909812,0.0000559954,0.0002092345,0.000008176206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093194,"about_ca_system_score_gemma":0.00182898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000075473,"about_ca_topic_score_gemma":0.00001666036,"domain_scores_codex":[0.9979774,0.00003485764,0.0008777112,0.0001883239,0.0006055904,0.0003161251],"domain_scores_gemma":[0.9963279,0.00006675397,0.0008719896,0.0005251349,0.001081015,0.001127209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09986173,0.02270349,0.5997575,0.008709054,0.0007526026,0.002294603,0.005511711,0.0001270662,0.07507533,0.0001303571,0.02162095,0.1634556],"study_design_scores_gemma":[0.005458925,0.0003384947,0.9862483,0.0003542979,0.0008266249,0.0001209089,0.0002567946,0.0005485586,0.004815583,0.0001050105,0.0006951531,0.0002313752],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960791,0.0007797168,0.00006367438,0.001158733,0.0008207868,0.0007866698,0.000150301,0.000009030628,0.0001519553],"genre_scores_gemma":[0.9949875,0.00001831268,0.003854726,0.0003635651,0.0004856546,0.00002052387,0.00001353889,0.00002676797,0.0002293939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3864908,"threshold_uncertainty_score":0.58975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2171902622","doi":"10.1097/lgt.0b013e3181585b9b","title":"Cervical Cytology Specimen Adequacy","year":2008,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","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":"Mount Sinai Hospital","funders":"","keywords":"Medicine; Colposcopy; Cytology; Gynecology; Test (biology); Pap test; Cervical screening; Medical physics; Obstetrics; Cervical cancer; Cervical cancer screening; Pathology; Internal medicine; Cancer","authors":[{"name":"Diane D. Davey","is_ca":false},{"name":"J. Thomas Cox","is_ca":false},{"name":"R. Marshall Austin","is_ca":false},{"name":"George Birdsong","is_ca":false},{"name":"Terence J. Colgan","is_ca":true},{"name":"Lydia Howell","is_ca":false},{"name":"Mujtaba Husain","is_ca":false},{"name":"Teresa M. Darragh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09490188784247419,"gpt":0.4140848217547065,"spread":0.3191829339122323,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000225897,0.00050128,0.002702873,0.0005490137,0.00007807281,0.00004431527,0.0004708534,0.000352913,0.01062255],"category_scores_gemma":[0.0004884101,0.0003432078,0.00286999,0.0004219922,0.0001970808,0.0001724916,0.0001110966,0.002037483,0.0005119847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004352795,"about_ca_system_score_gemma":0.003482006,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003147,"about_ca_topic_score_gemma":7.177249e-7,"domain_scores_codex":[0.996152,0.0001971585,0.001456061,0.0003574755,0.001252305,0.0005850082],"domain_scores_gemma":[0.9959081,0.000373157,0.0005734107,0.0004940122,0.0005160785,0.002135191],"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":[0.001825958,0.002011905,0.00009484141,0.009546009,0.0005712202,0.03945355,0.00002044964,2.078366e-7,3.660392e-7,0.00002324872,0.007614946,0.9388373],"study_design_scores_gemma":[0.001405561,0.00109539,0.003888939,0.001523154,0.002350769,0.01020085,0.000008998454,0.000001488332,2.77949e-7,0.00005942788,0.9791613,0.0003038576],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001396989,0.9888614,0.0000103822,0.0003455652,0.0006467982,0.0005240342,0.000108945,0.00001760869,0.009345507],"genre_scores_gemma":[0.002721598,0.9921908,0.00007936878,0.0002360479,0.003564173,0.00001369116,0.00005412347,0.00009531363,0.001044906],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9715464,"threshold_uncertainty_score":0.999902,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2804474317","doi":"10.1097/lgt.0000000000000399","title":"Outcomes of Conservative Management of High Grade Squamous Intraepithelial Lesions in Young Women","year":2018,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":46,"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; Colposcopy; Cervical intraepithelial neoplasia; Logistic regression; Referral; Proportional hazards model; Gynecology; Retrospective cohort study; Cervical cancer; Obstetrics; Cancer; Internal medicine","authors":[{"name":"Marette Lee","is_ca":true},{"name":"Sarah Finlayson","is_ca":true},{"name":"Ksenia Gukova","is_ca":true},{"name":"Gillian E. Hanley","is_ca":true},{"name":"Dianne Miller","is_ca":true},{"name":"Leslie Sadownik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02949904919322882,"gpt":0.3376399983308182,"spread":0.3081409491375894,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003425301,0.000124567,0.0004792715,0.000255111,0.00002552474,0.000008233171,0.0001641927,0.00004146571,0.001434387],"category_scores_gemma":[0.0001724585,0.00009106597,0.0002124351,0.0002727716,0.000235252,0.0001274248,0.00005355939,0.0002522064,0.000007191336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001584246,"about_ca_system_score_gemma":0.0002498134,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007815719,"about_ca_topic_score_gemma":0.00002241373,"domain_scores_codex":[0.9982132,0.00005598889,0.0006585252,0.0001192562,0.0006919134,0.0002610575],"domain_scores_gemma":[0.9985863,0.0001290472,0.0002346202,0.0001890897,0.0004278086,0.0004331408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03225691,0.01256632,0.912905,0.001546573,0.001042561,0.004977171,0.003241293,0.00001821525,0.002002419,0.0009376669,0.0006111459,0.02789474],"study_design_scores_gemma":[0.004267659,0.001635046,0.9911613,0.00007796752,0.0001649569,0.0000266148,0.0009522072,0.00001511614,0.0006444919,0.0008892732,0.00008428677,0.00008101945],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967532,0.0001999704,0.00003440385,0.0008392613,0.0002277032,0.0002380262,0.00007360081,0.000003849839,0.001630021],"genre_scores_gemma":[0.9991476,0.00009103086,0.0001987441,0.0001136809,0.0001538888,0.000006397063,0.000002530403,0.00001482854,0.0002713323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07825638,"threshold_uncertainty_score":0.9994785,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2056849940","doi":"10.1097/lgt.0b013e31825f4b4f","title":"Extramammary Paget Disease","year":2013,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":42,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal; Hôpital Saint-Luc","funders":"","keywords":"Medicine; Genitourinary system; Retrospective cohort study; Malignancy; Epidemiology; Vulva; Extramammary Paget's disease; Disease; Paget Disease; Breast cancer; Dermatology; Cancer; Internal medicine","authors":[{"name":"Deana Funaro","is_ca":true},{"name":"Mark Krasny","is_ca":false},{"name":"Christina Lam","is_ca":false},{"name":"Delphine Désy","is_ca":false},{"name":"Philippe Sauthier","is_ca":true},{"name":"Danielle Bouffard","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0135959941996361,"gpt":0.2665791653969749,"spread":0.2529831711973388,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001157168,0.0001745381,0.0002909899,0.0001594346,0.00006583762,0.00006286438,0.00013555,0.00004162699,0.00328279],"category_scores_gemma":[0.0002709947,0.000129982,0.0005651412,0.0001340916,0.00007290598,0.0004633344,0.0000258543,0.0003353737,0.0002158258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008263362,"about_ca_system_score_gemma":0.0005662826,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006453756,"about_ca_topic_score_gemma":3.55836e-7,"domain_scores_codex":[0.9985199,0.00003537907,0.0004796273,0.0001485284,0.0005482261,0.0002683341],"domain_scores_gemma":[0.9971037,0.00008094389,0.000169079,0.0002918808,0.0002810783,0.002073345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01874175,0.0188996,0.4485591,0.001003053,0.0009252148,0.1138816,0.0005898827,0.0001322163,0.01507861,0.0002574782,0.3088112,0.07312021],"study_design_scores_gemma":[0.001906871,0.0004013392,0.9842904,0.0001776666,0.0006080988,0.0006051311,0.00008567401,0.00009317535,0.00003402657,0.0009904208,0.01060978,0.0001974109],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897364,0.003274706,0.0001436618,0.003931569,0.0006605795,0.0002851868,0.00004782015,0.00002273979,0.001897274],"genre_scores_gemma":[0.995515,0.0001648842,0.0002501563,0.001229482,0.001012008,0.00001060797,0.00001106012,0.00003081347,0.001775911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5357313,"threshold_uncertainty_score":0.9976283,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2337853290","doi":"10.1097/lgt.0000000000000207","title":"mHealth to Train Community Health Nurses in Visual Inspection With Acetic Acid for Cervical Cancer Screening in Ghana","year":2016,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen's University","funders":"National Center for Advancing Translational Sciences; National Center for Research Resources; National Cancer Institute; National Heart, Lung, and Blood Institute; Noguchi Memorial Institute for Medical Research, University of Ghana","keywords":"Medicine; mHealth; Cervical cancer; Economic shortage; Cryotherapy; Visual inspection; Cervical cancer screening; Community health; Cohen's kappa; Medical diagnosis; Cervix; Family medicine; Cancer; Nursing; Surgery; Artificial intelligence; Public health; Internal medicine","authors":[{"name":"Ramin Asgary","is_ca":false},{"name":"Philip Baba Adongo","is_ca":false},{"name":"Adanna Nwameme","is_ca":false},{"name":"Helen Cole","is_ca":false},{"name":"Ernest Maya","is_ca":false},{"name":"Mengling Liu","is_ca":false},{"name":"Karen Yeates","is_ca":true},{"name":"Richard Adanu","is_ca":false},{"name":"Olugbenga Ogedegbe","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05320368109461519,"gpt":0.4200692576985131,"spread":0.3668655766038978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000871626,0.0001580959,0.0004634413,0.0004453135,0.0001006723,0.00002355472,0.0001417682,0.00005330791,0.0002753755],"category_scores_gemma":[0.0003239179,0.0001004968,0.0001428702,0.0004326594,0.00007215115,0.0002288958,0.00002439957,0.0006242692,0.000002826881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007074634,"about_ca_system_score_gemma":0.001349157,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008378388,"about_ca_topic_score_gemma":0.005616477,"domain_scores_codex":[0.998023,0.0002085084,0.0005629642,0.0001661307,0.0005590018,0.0004804451],"domain_scores_gemma":[0.9980466,0.0002280246,0.0001469991,0.0001599348,0.0002614499,0.001156951],"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":[0.08371119,0.007177908,0.3383206,0.00103887,0.0001094169,0.0006741368,0.002345407,0.00007954283,0.001030637,0.00003353188,0.0006249283,0.5648538],"study_design_scores_gemma":[0.007633166,0.00544299,0.9842318,0.0006351238,0.00004802116,0.00005836571,0.001180274,0.0001446455,0.0001100884,0.00007244868,0.0003093315,0.0001337244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9843993,0.0008353327,0.001811463,0.01189291,0.0001762731,0.0006744413,0.00008409284,0.00001331309,0.0001128555],"genre_scores_gemma":[0.9979542,0.00008085975,0.0003333936,0.001162795,0.000334372,0.00004336554,0.00000481104,0.00002981176,0.00005637924],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6459112,"threshold_uncertainty_score":0.409814,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2330612994","doi":"10.1097/lgt.0000000000000049","title":"Evolution of Terminology for Human-Papillomavirus-Infection-Related Vulvar Squamous Intraepithelial Lesions","year":2014,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Terminology; Medicine; Squamous intraepithelial lesion; Vulvar intraepithelial neoplasia; Human papillomavirus; Gynecology; Consensus conference; Dermatology; Vulva; Cervical intraepithelial neoplasia; Internal medicine; Cancer; Linguistics; Cervical cancer","authors":[{"name":"Edward J. Wilkinson","is_ca":false},{"name":"J. Thomas Cox","is_ca":false},{"name":"Maria Angelica Selim","is_ca":false},{"name":"Dennis M. O’Connor","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06045895956861966,"gpt":0.4053435838085674,"spread":0.3448846242399477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005596509,0.0003900336,0.00216545,0.0007369514,0.0001291245,0.00002358653,0.000254958,0.0004189292,0.001260695],"category_scores_gemma":[0.0009801075,0.0002855266,0.002369078,0.0003137446,0.0002058855,0.0001295127,0.00005129799,0.001033525,0.00003959363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000514879,"about_ca_system_score_gemma":0.001774875,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003214764,"about_ca_topic_score_gemma":0.000008283948,"domain_scores_codex":[0.9967402,0.0001996815,0.001724038,0.0002990286,0.0006217772,0.0004152883],"domain_scores_gemma":[0.9964783,0.0004868949,0.001072465,0.0003822805,0.0008139119,0.0007661923],"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":[0.002228684,0.002853527,0.0003408507,0.0280137,0.0007091748,0.0006739659,0.00002773067,0.000005178257,0.00005839282,0.0004506035,0.0008711074,0.9637671],"study_design_scores_gemma":[0.007916821,0.009586561,0.02677644,0.006184508,0.01745255,0.002026136,0.00001925599,0.00003303769,0.00001302577,0.002652658,0.9265246,0.0008143468],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007450256,0.9888797,0.0002600564,0.00007975648,0.001063743,0.001222286,0.0003083684,0.00002378833,0.0007119997],"genre_scores_gemma":[0.2944265,0.7030514,0.00005228738,0.00002793643,0.001698216,0.00005108289,0.00009033132,0.00009297161,0.0005092919],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9629527,"threshold_uncertainty_score":0.9999597,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2894150617","doi":"10.1097/lgt.0000000000000440","title":"Fact or Fiction? Adipose-Derived Stem Cells and Platelet-Rich Plasma for the Treatment of Vulvar Lichen Sclerosus","year":2018,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Genital Health and Disease","field":"Medicine","cited_by":39,"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; Lichen sclerosus; Platelet-rich plasma; Adipose tissue; Vulvar Diseases; Stem cell; Dermatology; MEDLINE; Observational study; Internal medicine; Vulva; Platelet","authors":[{"name":"Panteha Eshtiaghi","is_ca":true},{"name":"Leslie Sadownik","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08372437123069101,"gpt":0.3502902211633883,"spread":0.2665658499326973,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002483942,0.0006104301,0.001844409,0.0002728058,0.0001878608,0.00006016996,0.0002232752,0.0002408955,0.0001513678],"category_scores_gemma":[0.0001176675,0.0003155661,0.001408601,0.0002208849,0.0001385919,0.0001580044,0.00002368955,0.0002841723,0.00002769783],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002569911,"about_ca_system_score_gemma":0.002233408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005154762,"about_ca_topic_score_gemma":0.000002117608,"domain_scores_codex":[0.9970276,0.0001164731,0.001495279,0.0003572813,0.0005314364,0.0004718986],"domain_scores_gemma":[0.9951453,0.001010652,0.001239929,0.0004679869,0.0004518789,0.001684207],"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":[0.02733017,0.01025621,0.0002344591,0.04948047,0.00295983,0.002637162,0.0005590665,0.000006732019,0.00003748732,0.000003212365,0.005649684,0.9008455],"study_design_scores_gemma":[0.009546719,0.01967067,0.002724126,0.004808559,0.02707509,0.00142037,0.0003114681,0.00004104769,0.0001363654,0.000009948026,0.9335803,0.0006753821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1283717,0.8666857,0.00001283393,0.00005728618,0.001138013,0.002482358,0.001196957,0.00001607658,0.00003902055],"genre_scores_gemma":[0.1171866,0.8799934,0.0001207126,0.00006340889,0.001178548,0.0000988511,0.00003965466,0.000100343,0.001218525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9279306,"threshold_uncertainty_score":0.9999297,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4240788429","doi":"10.1097/00128360-200004020-00001","title":"A Comparison of Colposcopy Using Optical and Video Colposcopes","year":2000,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Colposcopy; Medicine; Biopsy; Gynecology; Cervical intraepithelial neoplasia; Sampling (signal processing); Punch Biopsy; Obstetrics; Radiology; Cervical cancer; Internal medicine; Cancer","authors":[{"name":"Daron G. Ferris","is_ca":false},{"name":"Tew Hong Ho","is_ca":false},{"name":"Fernando B. Guijon","is_ca":true},{"name":"Michael S. Macfee","is_ca":false},{"name":"Domiciana M. M. Guerra","is_ca":false},{"name":"R Barrasso","is_ca":true},{"name":"Ian D. Duncan","is_ca":false},{"name":"Mark S. Litaker","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05347977977116309,"gpt":0.4126507422119846,"spread":0.3591709624408215,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001935208,0.0001163763,0.0004679872,0.0001152667,0.00004624192,0.00003259339,0.00008589869,0.00005200855,0.004434424],"category_scores_gemma":[0.0001440955,0.00009033192,0.0001924317,0.0001578822,0.0001656264,0.000167816,0.00002000469,0.0003164621,0.000008301925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006285996,"about_ca_system_score_gemma":0.0004038452,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009341455,"about_ca_topic_score_gemma":0.000001237939,"domain_scores_codex":[0.9984822,0.00003525741,0.000533927,0.0001180168,0.0006177356,0.0002128454],"domain_scores_gemma":[0.9985287,0.0001236674,0.0001124004,0.0001277915,0.0002879351,0.0008195436],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1343377,0.01996737,0.5209899,0.002630915,0.0009351302,0.007643823,0.001554709,0.0004829417,0.05280239,0.0001251408,0.003000777,0.2555292],"study_design_scores_gemma":[0.006575549,0.004799561,0.975148,0.0002862776,0.001043777,0.0005689969,0.0003444029,0.002724123,0.004775501,0.0001534629,0.003334669,0.0002456885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930511,0.00342274,0.00004841118,0.0003429962,0.0000762499,0.0001769863,0.00001898573,0.000004689678,0.002857867],"genre_scores_gemma":[0.9983827,0.0001459179,0.0009561878,0.0001308604,0.0002323868,0.000001115779,0.000001683351,0.00001535105,0.0001338026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4541581,"threshold_uncertainty_score":0.9964756,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3125691990","doi":"10.1097/lgt.0000000000000585","title":"Knowledge of Vulvar Anatomy and Self-examination in a Sample of Italian Women","year":2021,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Female Genital Mutilation/Cutting Issues","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":"University of Toronto","funders":"","keywords":"Medicine; Sample (material); Medical physics; Anatomy","authors":[{"name":"Mario Preti","is_ca":false},{"name":"Amanda Selk","is_ca":true},{"name":"Colleen K. Stockdale","is_ca":false},{"name":"Federica Bevilacqua","is_ca":false},{"name":"Pedro Vieira‐Baptista","is_ca":false},{"name":"Fulvio Borella","is_ca":false},{"name":"Niccolò Gallio","is_ca":false},{"name":"Stefano Cosma","is_ca":false},{"name":"Catarina Melo","is_ca":false},{"name":"Leonardo Micheletti","is_ca":false},{"name":"Chiara Benedetto","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01414535489777967,"gpt":0.2973788155658454,"spread":0.2832334606680658,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004510666,0.0001258781,0.0004028356,0.0003190828,0.00001730736,0.00001293049,0.00006623263,0.00005739015,0.0001358696],"category_scores_gemma":[0.001129269,0.0001173401,0.000129476,0.0003921898,0.00006102278,0.0002643437,0.00003279879,0.0001624383,0.000002364038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001165802,"about_ca_system_score_gemma":0.0004116771,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005599164,"about_ca_topic_score_gemma":0.000004770824,"domain_scores_codex":[0.9986152,0.00009488498,0.0006735428,0.0001345584,0.0003112305,0.0001705527],"domain_scores_gemma":[0.9983423,0.0002467282,0.0003441737,0.000161852,0.0005888431,0.0003160837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002227384,0.01519118,0.9146237,0.00295021,0.0005092286,0.00330242,0.01927174,0.00003936253,0.02483086,0.0002004968,0.0001142297,0.01673916],"study_design_scores_gemma":[0.002132012,0.000705939,0.9904655,0.0003058268,0.0002088536,0.0002085172,0.002004579,0.0001788238,0.002900552,0.0003414261,0.0004333228,0.0001146809],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996371,0.002614801,0.00003074386,0.0001419629,0.0001216367,0.0001324913,0.00004372807,0.00000742277,0.0005362295],"genre_scores_gemma":[0.9980145,0.00006981348,0.001639379,0.00002223078,0.00009243805,0.00000256398,0.000009591514,0.00001820783,0.0001312427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07584174,"threshold_uncertainty_score":0.4784989,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2091670036","doi":"10.1097/lgt.0b013e3181fb425d","title":"Recent Developments in Defining Microinvasive and Early Invasive Carcinoma of the Uterine Cervix","year":2011,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Cervix; Uterine cervix; Gynecology; Carcinoma; Obstetrics; Internal medicine; Cancer","authors":[{"name":"Sarah M. Bean","is_ca":false},{"name":"Daniel Kurtycz","is_ca":false},{"name":"Terence J. Colgan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0618135180634673,"gpt":0.3208414241914798,"spread":0.2590279061280125,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002009941,0.0003665839,0.001562823,0.0003860232,0.00003370715,0.00001803378,0.0002470255,0.0001327484,0.0001234554],"category_scores_gemma":[0.0004675486,0.0002113815,0.0006991355,0.0005116472,0.00007931863,0.0001239673,0.0001341256,0.0005107388,0.000008292259],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002756758,"about_ca_system_score_gemma":0.001671312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002847609,"about_ca_topic_score_gemma":0.000008241705,"domain_scores_codex":[0.9977651,0.00013425,0.001219837,0.0002310333,0.0003937228,0.000256041],"domain_scores_gemma":[0.9977383,0.000233686,0.00107618,0.0002454484,0.0002397349,0.0004666531],"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":[0.001785243,0.001583582,0.06031408,0.01105178,0.0007899007,0.003886682,0.0003208215,6.836883e-8,0.000006716668,0.00001065674,0.00004430515,0.9202061],"study_design_scores_gemma":[0.007651676,0.001920718,0.580878,0.0313054,0.005911235,0.001900808,0.00008189691,4.321116e-8,0.0000645879,0.0001096999,0.3696282,0.000547783],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1936861,0.8049762,1.945727e-7,0.0000339138,0.000401442,0.0004966947,0.00009403964,0.000002101786,0.0003093645],"genre_scores_gemma":[0.09891693,0.9006149,0.0001248235,0.00006737843,0.0001093192,0.00001458095,0.00000959988,0.0000380864,0.0001044213],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9196584,"threshold_uncertainty_score":0.8619886,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085589569","doi":"10.1097/lgt.0b013e318180436f","title":"Aggressive Angiomyxoma of the Vulva","year":2008,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Urologic and reproductive health conditions","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Aggressive angiomyxoma; Medicine; Vulva; Asymptomatic; Vulvar neoplasm; Surgery; Radiological weapon; Agonist; Radiology; Internal medicine","authors":[{"name":"Д. Середа","is_ca":true},{"name":"Philippe Sauthier","is_ca":true},{"name":"Rachid Hadjeres","is_ca":true},{"name":"Deana Funaro","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02693102036120404,"gpt":0.280914103549761,"spread":0.2539830831885569,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001199463,0.00008839746,0.0002202276,0.00008477114,0.0001077413,0.00000233996,0.0001070351,0.00003986397,0.0001968954],"category_scores_gemma":[0.0006123493,0.00004784113,0.0003826072,0.000164724,0.0002418706,0.0001028047,0.00002012069,0.0002648245,0.00001107152],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003150904,"about_ca_system_score_gemma":0.0005975795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001949819,"about_ca_topic_score_gemma":1.115469e-7,"domain_scores_codex":[0.9989641,0.00005397553,0.0003740549,0.00009720542,0.0003704588,0.0001401901],"domain_scores_gemma":[0.9984549,0.00006181438,0.0005496236,0.0002347135,0.000387289,0.0003116154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009437472,0.01394413,0.8765432,0.0004277854,0.0009336623,0.03943888,0.002026976,0.0001032612,0.01334331,0.0002102974,0.03887985,0.004711208],"study_design_scores_gemma":[0.0008913872,0.0006467746,0.9909565,0.00007705935,0.0002808388,0.004294599,0.00006473525,0.000004876699,0.0003586621,0.000230488,0.002139851,0.00005417464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917911,0.003012348,0.00002268827,0.003558252,0.0005964538,0.0001700082,0.00002992592,0.000005459614,0.0008137691],"genre_scores_gemma":[0.9981338,0.0001183171,0.0001032854,0.0005063156,0.0004989639,0.000001858137,0.000001600601,0.000009196828,0.0006266674],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1144134,"threshold_uncertainty_score":0.2155867,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2419234373","doi":"10.1097/lgt.0000000000000149","title":"Adult-Onset Cervical Embryonal Rhabdomyosarcoma and DICER1 Mutations","year":2015,"lang":"en","type":"letter","venue":"Journal of Lower Genital Tract Disease","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Medicine; Embryonal rhabdomyosarcoma; Rhabdomyosarcoma; Mutation; Oncology; Pediatrics; Genetics; Pathology; Sarcoma; Gene","authors":[{"name":"Leanne de Kock","is_ca":true},{"name":"Talia Boshari","is_ca":true},{"name":"Fabio Martinelli","is_ca":true},{"name":"Elżbieta Wójcik","is_ca":true},{"name":"Marek Niedziela","is_ca":true},{"name":"William D. Foulkes","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02377039850237347,"gpt":0.288180574636208,"spread":0.2644101761338346,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001733703,0.0004641777,0.0008351784,0.0003746471,0.00008599104,0.0001090053,0.0001754525,0.0003535927,0.000736562],"category_scores_gemma":[0.0003895215,0.0003456855,0.0007261088,0.0001468381,0.0001698874,0.000227552,0.00005279935,0.00155757,0.0001396362],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002247179,"about_ca_system_score_gemma":0.0009971801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009888949,"about_ca_topic_score_gemma":0.000001208663,"domain_scores_codex":[0.9970844,0.0001177463,0.0008367946,0.0003278452,0.001232304,0.0004008465],"domain_scores_gemma":[0.9967872,0.0003885933,0.0005157015,0.0003475266,0.0007930432,0.001167921],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001412911,0.003078777,0.04150185,0.0003193257,0.0008560991,0.1230627,0.00008670345,0.000001193265,0.000004563547,0.00000670275,0.8261999,0.003469304],"study_design_scores_gemma":[0.009493013,0.002286272,0.5394065,0.00101968,0.008200291,0.01981459,0.0001353902,0.00004375947,0.000007499176,0.001495591,0.4172991,0.0007983465],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.4765303,0.01085234,0.000008801248,0.5088277,0.0008443239,0.0005424998,0.001050641,0.00003365894,0.001309757],"genre_scores_gemma":[0.8178087,0.0002396887,0.0005086269,0.1744679,0.00510956,0.00003297047,0.000535663,0.0001125886,0.0011843],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.4979047,"threshold_uncertainty_score":0.9998995,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044883991","doi":"10.1097/lgt.0b013e318046eaf3","title":"Blue Nevi of the Müllerian Tract","year":2007,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":28,"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; Müllerian mimicry; Dermatology; Gynecology; Internal medicine; Pathology","authors":[{"name":"Kenneth J. Craddock","is_ca":true},{"name":"Bizhan Bandarchi","is_ca":true},{"name":"Mahmoud A. Khalifa","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01317557974748011,"gpt":0.2629283847530187,"spread":0.2497528050055386,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003630919,0.0001157225,0.0002263685,0.0001417149,0.00004711317,0.00001589695,0.0001311767,0.00004005477,0.0002982081],"category_scores_gemma":[0.0001638171,0.00007323512,0.0004874731,0.0001514825,0.00004725904,0.00009686466,0.00002287628,0.0002401531,0.00001304496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006815198,"about_ca_system_score_gemma":0.0001369884,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002842381,"about_ca_topic_score_gemma":0.000002322675,"domain_scores_codex":[0.9987036,0.00002798243,0.000520279,0.00008778522,0.00048518,0.0001751987],"domain_scores_gemma":[0.9988291,0.00004969496,0.0003362065,0.0002350107,0.0001501186,0.0003999101],"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":[0.05812566,0.04222922,0.1066287,0.001811571,0.002879706,0.117569,0.00312724,0.0006078778,0.1715869,0.0007200477,0.03270857,0.4620054],"study_design_scores_gemma":[0.003352631,0.00168908,0.8704768,0.0002531482,0.001179183,0.005250041,0.001464804,0.00004401977,0.005491153,0.0001035599,0.1104548,0.0002408224],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930792,0.0004257247,0.0002180093,0.001584442,0.001150771,0.0002032953,0.000007771046,0.000009814931,0.003320904],"genre_scores_gemma":[0.9973292,0.0000474703,0.00007887284,0.0004932962,0.0004332218,5.607894e-7,6.650799e-7,0.00001649398,0.001600255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7638481,"threshold_uncertainty_score":0.3265169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1971270675","doi":"10.1097/01.lgt.0000210126.08640.4e","title":"Assessment of 2 Cervical Screening Methods in Mongolia","year":2006,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","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":"McMaster University","funders":"","keywords":"Medicine; Colposcopy; Cervical intraepithelial neoplasia; Cytology; Visual inspection; Biopsy; Predictive value; Population; Gynecology; Obstetrics; Internal medicine; Cervical cancer; Pathology","authors":[{"name":"Laurie Elit","is_ca":true},{"name":"G. Baigal","is_ca":false},{"name":"Jeffrey Tan","is_ca":false},{"name":"A Munkhtaivan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03906459115521714,"gpt":0.4413221921929213,"spread":0.4022576010377042,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007456479,0.0001217583,0.0004316023,0.0002985532,0.00002114238,0.0000203805,0.0001350809,0.00005892854,0.001712563],"category_scores_gemma":[0.0001722155,0.00009467491,0.0003736368,0.0003139029,0.00006618305,0.0001592767,0.00003955161,0.000518972,0.000002164961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001184769,"about_ca_system_score_gemma":0.0005432463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006594419,"about_ca_topic_score_gemma":0.000009331398,"domain_scores_codex":[0.9980209,0.0001261783,0.0007097507,0.0001298765,0.0007562342,0.0002570844],"domain_scores_gemma":[0.9986343,0.0001909786,0.0001845739,0.0001734116,0.0003467048,0.0004700788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00537217,0.006177161,0.8945585,0.0005940674,0.0001432253,0.005197283,0.00004850158,0.0005058533,0.009050813,0.0004317683,0.0005915809,0.07732905],"study_design_scores_gemma":[0.002382496,0.000536448,0.994089,0.00005986022,0.0001367007,0.00007749072,0.00005460025,0.001079214,0.0003593094,0.0004417651,0.0006973924,0.00008570337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9748912,0.001667245,0.006992612,0.0008356632,0.0001584245,0.0002052849,0.00002070008,0.00000737928,0.01522144],"genre_scores_gemma":[0.9816583,0.00003429514,0.01763641,0.0001002379,0.0003761946,0.000002490902,0.000004816063,0.00001781488,0.0001693734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0995305,"threshold_uncertainty_score":0.9992,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3108568205","doi":"10.1097/lgt.0000000000000583","title":"Clinical Characteristics and Treatment Response With Checkpoint Inhibitors in Malignant Melanoma of the Vulva and Vagina","year":2020,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Vulva; Vagina; Melanoma; Dermatology; Oncology; Internal medicine; Cancer research; Surgery","authors":[{"name":"Christoph Wohlmuth","is_ca":true},{"name":"Iris Wieser","is_ca":true},{"name":"Stéphane Laframboise","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02149923599475309,"gpt":0.2704624977122208,"spread":0.2489632617174677,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002629753,0.0001223064,0.0003289067,0.00007044012,0.00002350384,0.00001668902,0.000042972,0.0000329951,0.00002080596],"category_scores_gemma":[0.0002256556,0.00006791623,0.0001269085,0.00008266926,0.0000990277,0.00005379213,0.00003083024,0.0001641901,0.000001046777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004778606,"about_ca_system_score_gemma":0.0001535921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003514877,"about_ca_topic_score_gemma":0.000003187336,"domain_scores_codex":[0.9988955,0.0001056709,0.0005445541,0.0001308503,0.0002198186,0.0001036354],"domain_scores_gemma":[0.9990427,0.00009503734,0.0002842052,0.0001183639,0.00006145368,0.0003981989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1018753,0.002608027,0.8381529,0.0001846615,0.0003328787,0.01640435,0.001453349,0.000003655953,0.007693441,0.000009107743,0.0001151587,0.03116711],"study_design_scores_gemma":[0.003176952,0.005563598,0.985767,0.0001637336,0.0003819959,0.0008722679,0.000303372,0.00008377014,0.0003823076,0.000005810112,0.003216579,0.00008260236],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948911,0.0002922263,0.000009652821,0.004323541,0.0001526168,0.0002684057,0.00001335488,0.000004381962,0.00004473721],"genre_scores_gemma":[0.9991354,0.0001826355,0.00008342361,0.0003211437,0.0001526763,0.000001926059,6.24962e-7,0.00001230045,0.0001098808],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1476141,"threshold_uncertainty_score":0.2769544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062996151","doi":"10.1097/lgt.0b013e31829c97d8","title":"The Unintended Consequences of Cervical Screening","year":2013,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","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":"University of Ottawa","funders":"University of Aberdeen; University of Hull; University of Dundee; Bangor University; University of Ottawa","keywords":"Medicine; Unintended consequences","authors":[{"name":"Linda Sharp","is_ca":false},{"name":"Seonaidh Cotton","is_ca":false},{"name":"Margaret Cruickshank","is_ca":false},{"name":"Kirsten Harrild","is_ca":false},{"name":"Louise Smart","is_ca":false},{"name":"Leslie G. Walker","is_ca":false},{"name":"Julian Little","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03466685714200174,"gpt":0.3261201872974495,"spread":0.2914533301554477,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003085389,0.00009934967,0.0002526219,0.0000837279,0.00007950439,0.00005267142,0.0002112215,0.00003847507,0.003275067],"category_scores_gemma":[0.0005792131,0.00005447732,0.000331392,0.0001605887,0.0005976405,0.0001864734,0.00003698844,0.0003922613,0.00002784717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003689651,"about_ca_system_score_gemma":0.0004302536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003614758,"about_ca_topic_score_gemma":0.000002408605,"domain_scores_codex":[0.9983965,0.00006115473,0.0004815679,0.00008815783,0.000730567,0.0002420546],"domain_scores_gemma":[0.9978041,0.0002490978,0.0001778036,0.0001803871,0.0009097655,0.0006788219],"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":[0.04569472,0.006927168,0.2241073,0.001334963,0.002058872,0.008281595,0.0008069181,0.0000784524,0.04089361,0.00416565,0.02395701,0.6416938],"study_design_scores_gemma":[0.001947783,0.001198998,0.9875066,0.00007847597,0.0002225093,0.0003377534,0.0007342962,0.0001852473,0.001209195,0.003160086,0.003307526,0.0001115288],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682703,0.004121814,0.0001800535,0.0179525,0.0002838479,0.0003323699,0.0000178066,0.00001051178,0.008830769],"genre_scores_gemma":[0.998678,0.0001668441,0.0001782194,0.000290699,0.0002691099,0.000004058361,0.000001410549,0.00001137605,0.0004002511],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7633993,"threshold_uncertainty_score":0.9976361,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2044046275","doi":"10.1097/00128360-200301000-00003","title":"Prospective Evaluation of Colposcopic Features in Predicting Cervical Intraepithelial Neoplasia: Degree of Acetowhite Change Most Important","year":2003,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Colposcopy; Medicine; Grading (engineering); Cervical intraepithelial neoplasia; Prospective cohort study; Multivariate analysis; Cervical cancer; Radiology; Pathology; Internal medicine; Cancer","authors":[{"name":"Elizabeth Shaw","is_ca":true},{"name":"John W. Sellors","is_ca":true},{"name":"Janusz Kaczorowski","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05619644051437805,"gpt":0.3513777922903184,"spread":0.2951813517759403,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001276681,0.000158726,0.0004968214,0.0002897719,0.00002855327,0.00001354957,0.0001166875,0.00009922267,0.0008655272],"category_scores_gemma":[0.001621329,0.0001232177,0.0002237827,0.0004607208,0.0000983124,0.0002227822,0.00002437976,0.0005251601,0.000001120667],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597031,"about_ca_system_score_gemma":0.001233514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003950022,"about_ca_topic_score_gemma":0.00008427976,"domain_scores_codex":[0.9970149,0.0001647379,0.0008360691,0.0001755268,0.001538444,0.0002702933],"domain_scores_gemma":[0.9975882,0.0001261518,0.0004169193,0.0001837165,0.001253355,0.0004317109],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007994311,0.002623639,0.9723565,0.0005053765,0.0001614448,0.0005849267,0.0009876296,0.00003023887,0.002165931,0.00006085953,0.00007892563,0.01245022],"study_design_scores_gemma":[0.00568021,0.001612019,0.9884365,0.0001920979,0.0004813038,0.0001294794,0.0004253351,0.0002545087,0.002368168,0.0003011915,0.00002800151,0.0000911906],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927617,0.003530029,0.000006843971,0.000355853,0.0002470448,0.0008240554,0.00007082293,0.000004543281,0.00219916],"genre_scores_gemma":[0.9992372,0.0001543912,0.0001120576,0.00006331129,0.0003633775,0.00002337625,0.000005702144,0.00002007359,0.00002046489],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01607999,"threshold_uncertainty_score":0.9476916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2015141816","doi":"10.1097/lgt.0b013e3181be2999","title":"Myeloid Sarcoma of the Vagina","year":2010,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Queen Elizabeth II Health Sciences Centre; Mount Sinai Hospital; Health Sciences Centre; Lakeridge Health; Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Myeloid sarcoma; Vagina; Sarcoma; Myeloid leukemia; Biopsy; Myeloid; Presentation (obstetrics); Past medical history; Radiation therapy; Surgery; Pathology; Internal medicine","authors":[{"name":"Desiree Skeete","is_ca":false},{"name":"Paula Cesar-Rittenberg","is_ca":true},{"name":"Roland Jong","is_ca":true},{"name":"Shawn K. Murray","is_ca":true},{"name":"Terence J. Colgan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01234900117341266,"gpt":0.2835856220252105,"spread":0.2712366208517979,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004426059,0.0001496325,0.0003138544,0.0001632897,0.00006119261,0.00002306101,0.0004275779,0.00007824827,0.0005347131],"category_scores_gemma":[0.0009113227,0.00008834403,0.000526393,0.0002666573,0.000238484,0.0002160132,0.00008288305,0.001185593,0.0000326125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008588813,"about_ca_system_score_gemma":0.001256092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005926813,"about_ca_topic_score_gemma":0.000002250302,"domain_scores_codex":[0.9981374,0.00005794047,0.0005093784,0.0001223209,0.0008986656,0.0002742608],"domain_scores_gemma":[0.9978892,0.0001398524,0.000313855,0.000498567,0.000494343,0.0006642103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.00977469,0.005964271,0.3241936,0.0004718353,0.0006005759,0.008288085,0.0005324418,0.00001332007,0.605691,0.0003999291,0.02042637,0.02364388],"study_design_scores_gemma":[0.003021652,0.0006270439,0.971201,0.0001084452,0.0004023814,0.001743273,0.0001083581,0.00007445837,0.008811271,0.0004595327,0.01329817,0.000144415],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992319,0.0003645516,0.00002082079,0.004116251,0.0007605805,0.0002147583,0.00002846252,0.000007969838,0.002167614],"genre_scores_gemma":[0.997432,0.00003199101,0.0004312894,0.0003573659,0.0006438525,0.000001824001,0.000001563205,0.00002906909,0.001071025],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6470074,"threshold_uncertainty_score":0.5854733,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3012578073","doi":"10.1097/lgt.0000000000000534","title":"Adult Vulvar Lichen Sclerosus: Can Experts Agree on the Assessment of Disease Severity?","year":2020,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Genital Health and Disease","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Intraclass correlation; Lichen sclerosus; Inter-rater reliability; Likert scale; Rating scale; Severity of illness; Scale (ratio); Clinical Global Impression; Dermatology; Delphi method; Physical therapy; Clinical psychology; Psychometrics; Pathology; Psychology; Psychiatry; Alternative medicine; Statistics; Cartography; Developmental psychology","authors":[{"name":"Michal Sheinis","is_ca":true},{"name":"Nicole Green","is_ca":true},{"name":"Pedro Vieira‐Baptista","is_ca":false},{"name":"Carmine Carriero","is_ca":false},{"name":"Gayle Fischer","is_ca":false},{"name":"Catherine M. Leclair","is_ca":false},{"name":"Nina Madnani","is_ca":false},{"name":"Micheline Moyal‐Barracco","is_ca":true},{"name":"Amanda Selk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03720563402908857,"gpt":0.3105913028279889,"spread":0.2733856687989003,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002204476,0.0003191938,0.0005039592,0.0001183996,0.0001226288,0.00004328691,0.0003160937,0.00006322691,0.0004434191],"category_scores_gemma":[0.001158514,0.0002084409,0.0006775992,0.0002779377,0.000131559,0.0002120063,0.00005577157,0.0004587883,0.00002272067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001299205,"about_ca_system_score_gemma":0.001948903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001143755,"about_ca_topic_score_gemma":0.000001826932,"domain_scores_codex":[0.9970226,0.0001441466,0.000886944,0.0002808879,0.001242009,0.0004234583],"domain_scores_gemma":[0.9938527,0.0001928544,0.0004896445,0.0004519869,0.0005991703,0.004413645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1045915,0.03462085,0.7154027,0.006684908,0.001081856,0.0319968,0.004150049,0.0005326882,0.006501201,0.001445528,0.0805572,0.01243477],"study_design_scores_gemma":[0.004215331,0.002963543,0.9880328,0.0003341851,0.0009855598,0.00005156539,0.0009341037,0.0006789871,0.0001597532,0.0002604254,0.001045547,0.0003381587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9685539,0.0008384303,0.00003180675,0.02842048,0.0003214883,0.0005800973,0.0003319311,0.0000238578,0.0008980232],"genre_scores_gemma":[0.9850037,0.0000551514,0.0001582987,0.01384307,0.0007556151,0.00001584197,0.00002190158,0.00004397748,0.0001024827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2726302,"threshold_uncertainty_score":0.8499975,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2001778917","doi":"10.1097/00128360-200404000-00008","title":"Long-Term Surveillance Is Required for All Women Treated for Cervical Adenocarcinoma In Situ","year":2004,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; University Health Network; University of Toronto","funders":"","keywords":"Medicine; Hysterectomy; Acis; Surgery; Dysplasia; Conservative management; Retrospective cohort study; Adenocarcinoma; Internal medicine; Cancer","authors":[{"name":"David Hwang","is_ca":true},{"name":"Gordon M. Lickrish","is_ca":true},{"name":"William Chapman","is_ca":true},{"name":"Terence J. Colgan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03368910960651229,"gpt":0.3171291473302928,"spread":0.2834400377237806,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002436189,0.0002386941,0.0006182241,0.0002415428,0.00003891915,0.00003334151,0.00014698,0.00009847022,0.0001289252],"category_scores_gemma":[0.0002824936,0.0001809202,0.0005475093,0.0002775429,0.00004197669,0.0002149757,0.00001671827,0.0001603924,0.00000925222],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006655417,"about_ca_system_score_gemma":0.0003321405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009112576,"about_ca_topic_score_gemma":0.00001329795,"domain_scores_codex":[0.9981735,0.00002770787,0.0006800952,0.0002563613,0.0003837098,0.0004785802],"domain_scores_gemma":[0.998226,0.0002033068,0.0002462637,0.0001994188,0.0002605984,0.0008643448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1119312,0.01058303,0.854494,0.0009490058,0.00100434,0.006364607,0.0007541092,0.0000255988,0.004728491,0.00002638219,0.0002768663,0.008862387],"study_design_scores_gemma":[0.03269371,0.004773462,0.9594254,0.0001395865,0.0003399826,0.0001447796,0.00004955904,0.000005392438,0.001118076,0.0008286379,0.0002698755,0.0002115742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942111,0.002230432,0.0001556298,0.001937936,0.0002840518,0.0008528341,0.000224501,0.0000150319,0.00008844848],"genre_scores_gemma":[0.9977804,0.00009476416,0.0002569104,0.0009209441,0.0005522022,0.00008441426,0.0000536861,0.00004031462,0.0002163993],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1049314,"threshold_uncertainty_score":0.7377713,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2000547223","doi":"10.1046/j.1526-0976.2001.51002.x","title":"The Association of Smoking with Vaginal Flora, Urinary Tract Infection, Pelvic Floor Prolapse, and Post-Void Residual Volumes","year":2001,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Urinary Tract Infections Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Medicine; Urinary system; Pelvic floor; Residual; Vaginal flora; Lower urinary tract symptoms; Gynecology; Vagina; Urology; Internal medicine; Surgery; Prostate","authors":[{"name":"Bunan Alnaif","is_ca":false},{"name":"Harold P. Drutz","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.008028312367350052,"gpt":0.2458801753819163,"spread":0.2378518630145662,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007630271,0.000213929,0.0003146535,0.0003045205,0.0002555949,0.00009529009,0.00009658545,0.00006779454,0.00008258951],"category_scores_gemma":[0.0004259585,0.0001468374,0.0001959116,0.0003241119,0.00008731867,0.0007375555,0.0000320234,0.0005134448,0.000006916816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002532588,"about_ca_system_score_gemma":0.0002879881,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003960146,"about_ca_topic_score_gemma":0.00001199516,"domain_scores_codex":[0.9980019,0.0001181784,0.0006099059,0.0001784048,0.0007991534,0.0002924001],"domain_scores_gemma":[0.997875,0.0001840063,0.000723395,0.0002076105,0.0006879634,0.000322035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006185146,0.00882379,0.9758283,0.0001604946,0.0005967919,0.002767514,0.0002085074,0.0000968848,0.000285847,0.00001286241,0.0006350814,0.004398706],"study_design_scores_gemma":[0.002427332,0.008814576,0.9771512,0.0001555662,0.001345813,0.003732241,0.0002278631,0.00004722314,0.00003379883,0.00006552395,0.005845892,0.0001530144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949011,0.001122932,0.00006571213,0.002474301,0.0003239095,0.0003821926,0.00001550361,0.00002620562,0.0006881802],"genre_scores_gemma":[0.997503,0.0004593029,0.000113063,0.0001134528,0.000498586,0.00001082904,0.000006884359,0.0000323075,0.001262505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005210811,"threshold_uncertainty_score":0.5987856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2062728664","doi":"10.1097/01.lgt.0000192695.93172.75","title":"Refining the Management of Low-Grade Cervical Abnormalities in the UK National Health Service and Defining the Potential for Human Papillomavirus Testing: A Commentary on Emerging Evidence","year":2005,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":18,"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":"Medicine; Human papillomavirus; Service (business); Family medicine; Internal medicine; Marketing","authors":[{"name":"Elaine Bentley","is_ca":false},{"name":"Seonaidh Cotton","is_ca":false},{"name":"Margaret Cruickshank","is_ca":false},{"name":"Ian D. Duncan","is_ca":false},{"name":"David Jenkins","is_ca":false},{"name":"Julian Little","is_ca":true},{"name":"Keith Neal","is_ca":false},{"name":"Z Philips","is_ca":false},{"name":"Ian Russell","is_ca":false},{"name":"Rashmi Seth","is_ca":false},{"name":"Linda Sharp","is_ca":false},{"name":"Norman Waugh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1508663987727099,"gpt":0.4465425631569016,"spread":0.2956761643841918,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00284121,0.000288681,0.000786984,0.0001936719,0.000352446,0.00009308751,0.0005060466,0.00006232557,0.0001017155],"category_scores_gemma":[0.0002098193,0.0001402531,0.0004860851,0.0003972049,0.0001142875,0.000127881,0.0001310779,0.001007403,0.000001883075],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002598599,"about_ca_system_score_gemma":0.0005680246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008580755,"about_ca_topic_score_gemma":0.00004072494,"domain_scores_codex":[0.9964535,0.0003987791,0.001159526,0.0002220764,0.001394693,0.000371374],"domain_scores_gemma":[0.9963397,0.002198594,0.0006782383,0.000251632,0.0002994182,0.0002324176],"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":[0.001579205,0.001443773,0.0007037792,0.04162563,0.0007174738,0.0005727133,0.0009211887,0.0001180568,5.855826e-7,0.0006518101,0.001872999,0.9497928],"study_design_scores_gemma":[0.01020884,0.007989638,0.3348527,0.1867345,0.01024354,0.002955334,0.01064249,0.0009545095,8.731765e-7,0.001838209,0.4318822,0.001697143],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002570361,0.9835708,0.000009758185,0.0124333,0.0001192455,0.0009120769,0.0001051229,0.000006433068,0.0002729547],"genre_scores_gemma":[0.2702793,0.7207452,0.0001763519,0.00772188,0.0008550002,0.0001143416,0.00002867294,0.00005308441,0.00002624562],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9480956,"threshold_uncertainty_score":0.5719354,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3045882654","doi":"10.1097/lgt.0000000000000559","title":"Management of Vulvar Cancer Precursors: A Survey of the International Society for the Study of Vulvovaginal Disease","year":2020,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Vulvar intraepithelial neoplasia; Imiquimod; Vulvar cancer; Dermatology; Vulva; Lichen sclerosus; Vulvar Diseases; Intraepithelial neoplasia; Gynecology; Internal medicine; Cancer","authors":[{"name":"Nicole Green","is_ca":true},{"name":"Tolu Adedipe","is_ca":false},{"name":"Julia Dmytryshyn","is_ca":true},{"name":"Mario Preti","is_ca":false},{"name":"Amanda Selk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0752085099862569,"gpt":0.3739840443315306,"spread":0.2987755343452737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005281349,0.0001133416,0.0002941601,0.00003394432,0.00004162478,0.00001351445,0.0004778197,0.00001948974,0.0004693564],"category_scores_gemma":[0.0002727074,0.00006215463,0.0005477777,0.0002594652,0.0001190821,0.00009038104,0.0001188508,0.0002259847,4.327619e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006588758,"about_ca_system_score_gemma":0.000509836,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007585536,"about_ca_topic_score_gemma":0.00001491358,"domain_scores_codex":[0.9979767,0.00005817842,0.0005556593,0.0001332593,0.001132676,0.0001435764],"domain_scores_gemma":[0.997884,0.0002399717,0.0003719739,0.0002226002,0.0009375293,0.0003438714],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08082703,0.01580722,0.8422048,0.003418867,0.006500418,0.0002801599,0.002978042,0.001110553,0.0005719104,0.0000713752,0.01011659,0.036113],"study_design_scores_gemma":[0.003726368,0.0009804469,0.9916937,0.0001025527,0.001191101,0.000001933594,0.0009978944,0.0006841163,0.000081793,0.00003190248,0.0004495887,0.00005858128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912381,0.00263199,0.0001174936,0.004036883,0.0002845464,0.0009646602,0.0005748716,0.000002485482,0.0001489338],"genre_scores_gemma":[0.9990565,0.0003304488,0.00003920555,0.000216544,0.0002167675,0.0000257389,0.000005098452,0.00001431944,0.00009535548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1494889,"threshold_uncertainty_score":0.5139124,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2809916420","doi":"10.1097/lgt.0000000000000406","title":"Systematic Review of Treatment Outcome Measures for Vulvodynia","year":2018,"lang":"en","type":"review","venue":"Journal of Lower Genital Tract Disease","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":17,"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":"Vulvodynia; Medicine; PsycINFO; MEDLINE; Physical therapy; Clinical trial; Adverse effect; Patient-reported outcome; Sexual function; Patient satisfaction; Clinical psychology; Quality of life (healthcare); Pelvic pain; Surgery; Internal medicine","authors":[{"name":"Leslie Sadownik","is_ca":true},{"name":"Paul J. Yong","is_ca":true},{"name":"Kelly B. Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1458432197491495,"gpt":0.4191557487837753,"spread":0.2733125290346258,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007674381,0.0004876176,0.004958652,0.000326132,0.00006122049,0.00001815814,0.000138607,0.0001173671,0.0001879229],"category_scores_gemma":[0.002874745,0.0002646419,0.003432351,0.0002277825,0.00006917421,0.00009587857,0.00001763354,0.0001877008,0.00006068292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003783477,"about_ca_system_score_gemma":0.000903075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":8.88599e-7,"about_ca_topic_score_gemma":2.123906e-7,"domain_scores_codex":[0.9958813,0.0001660138,0.002885847,0.0002259725,0.0006327625,0.0002081357],"domain_scores_gemma":[0.9948986,0.0005095334,0.002431232,0.0004525414,0.001193269,0.0005147878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003933533,0.0008868532,0.00001947444,0.982153,0.002719189,0.0001606197,0.00001413652,4.235386e-8,2.092656e-7,0.000005368161,0.004316881,0.00933086],"study_design_scores_gemma":[0.0007926812,0.002598625,0.00001512471,0.4711691,0.04388662,0.000579834,0.00002855457,3.496648e-7,1.508194e-7,0.000004437695,0.4807555,0.000168978],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001023815,0.9949595,0.0001585265,0.00008477984,0.001685557,0.002666454,0.0001830314,0.00001560944,0.0002362672],"genre_scores_gemma":[0.00005844701,0.9953135,0.00009678743,0.0003435168,0.0008349087,0.0001484122,0.00003600695,0.00005715256,0.003111236],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.5109839,"threshold_uncertainty_score":0.9999806,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2330759878","doi":"10.1097/lgt.0b013e3182466ee3","title":"Genital Warts","year":2012,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Sexual function and dysfunction studies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Grace (Canada); Institut National de Santé Publique du Québec","funders":"","keywords":"Genital warts; Medicine; Sex organ; Family medicine; Condom; Demography; Gynecology; Human immunodeficiency virus (HIV); Syphilis","authors":[{"name":"Marc Steben","is_ca":true},{"name":"Deborah LaBelle","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03668739537548447,"gpt":0.3050331320439731,"spread":0.2683457366684886,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002267892,0.000152912,0.0002742071,0.000168936,0.00008231508,0.00002174909,0.0000487437,0.00004486891,0.001248147],"category_scores_gemma":[0.000348058,0.0001107019,0.0003533004,0.0001449328,0.00005280925,0.0004796454,0.00002080709,0.0002461886,0.0002836759],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000630025,"about_ca_system_score_gemma":0.0001044887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":9.886489e-7,"about_ca_topic_score_gemma":9.642041e-8,"domain_scores_codex":[0.9986771,0.00002905687,0.0004167273,0.00009034366,0.0005114722,0.000275345],"domain_scores_gemma":[0.9982815,0.00007439154,0.0001770988,0.0001494252,0.0002980589,0.001019574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01498374,0.01216294,0.826503,0.0002081833,0.001177403,0.004095226,0.001230386,0.00001634086,0.005650713,0.0002805322,0.1137072,0.01998439],"study_design_scores_gemma":[0.002652234,0.001051961,0.857361,0.00004086915,0.0008377102,0.002307735,0.0008642746,0.00001024377,0.000191574,0.0000505503,0.1344113,0.0002205156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.985427,0.004392714,0.0003497691,0.0008500332,0.00357075,0.0001096784,0.00001122976,0.0000309844,0.005257899],"genre_scores_gemma":[0.9923081,0.00005383653,0.0001759776,0.001223734,0.002319705,0.000002474271,0.000004234775,0.0000210087,0.003890916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03085802,"threshold_uncertainty_score":0.9996648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1970354605","doi":"10.1097/lgt.0b013e31823da811","title":"An Audit of the Cervical Cancer Screening Histories of 246 Women With Carcinoma","year":2012,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Microsoft","keywords":"Medicine; Cervical carcinoma; Audit; Cervical cancer; Oncology; Cervical cancer screening; Internal medicine; Gynecology; Obstetrics; Family medicine; Cancer","authors":[{"name":"Máire A. Duggan","is_ca":true},{"name":"Jill Nation","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02688175626256693,"gpt":0.3137983353167961,"spread":0.2869165790542291,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003009487,0.0001247187,0.0003642149,0.00009698241,0.00004943304,0.000009480131,0.0002127807,0.00004425056,0.002230946],"category_scores_gemma":[0.00009687466,0.00007042364,0.000191199,0.0002273103,0.0001973419,0.0003052405,0.00003578406,0.0003500924,7.895302e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002277809,"about_ca_system_score_gemma":0.0007209713,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006276846,"about_ca_topic_score_gemma":0.00001282803,"domain_scores_codex":[0.998194,0.00006164209,0.0003976251,0.00009222902,0.0009293645,0.0003251302],"domain_scores_gemma":[0.9979607,0.00006422021,0.0002733329,0.0002723224,0.0005399402,0.0008894984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01581687,0.001886753,0.9669554,0.0004406145,0.0001852588,0.0001367604,0.001687749,0.00003039581,0.002351534,0.00003697209,0.0002908744,0.01018084],"study_design_scores_gemma":[0.001562604,0.001241763,0.9936319,0.00004971703,0.0002724002,0.00006194632,0.000618871,0.00001900544,0.0008382692,0.00001899221,0.001601109,0.00008342259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954299,0.002571337,0.00004069572,0.000793081,0.0002309922,0.0001371024,0.00005604445,0.000003653964,0.0007372329],"genre_scores_gemma":[0.9989042,0.00002113274,0.000106446,0.0001343504,0.000644804,0.000006525388,0.000001270665,0.0000215201,0.0001597199],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02667652,"threshold_uncertainty_score":0.9986811,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3096222866","doi":"10.1097/lgt.0000000000000574","title":"Cervical Screening Practices and Outcomes for Young Women in Response to Changed Guidelines in Calgary, Canada, 2007–2016","year":2020,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Cervical intraepithelial neoplasia; Cervical cancer; Cervical screening; Cervical cancer screening; Population; Cancer screening; Young adult; Task force; Gynecology; Obstetrics; Demography; Cancer; Gerontology; Internal medicine; Environmental health","authors":[{"name":"Sayeeda Amber Sayed","is_ca":true},{"name":"Christopher Naugler","is_ca":true},{"name":"Guanmin Chen","is_ca":true},{"name":"James A. Dickinson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07442483089700143,"gpt":0.3858101623164174,"spread":0.311385331419416,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.001149373,0.0001479572,0.0004590965,0.0002135726,0.00003385654,0.00004200496,0.0001333178,0.00004759136,0.0004220015],"category_scores_gemma":[0.0091791,0.0001136704,0.0001013196,0.0002514725,0.00002325932,0.0002178937,0.00005750635,0.0003565956,0.000001831814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003126645,"about_ca_system_score_gemma":0.001655881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01302754,"about_ca_topic_score_gemma":0.0297699,"domain_scores_codex":[0.9979962,0.0001040207,0.000629918,0.000203433,0.0006292072,0.0004372785],"domain_scores_gemma":[0.9971134,0.0005314026,0.0001918942,0.0001073801,0.0003807473,0.001675185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2315134,0.0006987848,0.7166889,0.0005064506,0.0001358904,0.008979854,0.001509316,0.00004361659,0.001020291,0.000002220911,0.009520051,0.02938125],"study_design_scores_gemma":[0.004238748,0.0009751781,0.9797693,0.00006605795,0.00005017369,0.00004796279,0.000724027,0.0005539977,0.00001313248,0.00001419131,0.0134172,0.0001300682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9274169,0.001179779,0.00007604527,0.0705712,0.0001252794,0.0004360085,0.00005703537,0.000004440961,0.0001333184],"genre_scores_gemma":[0.9932803,0.00006164225,0.0005467359,0.005371565,0.0004196223,0.00002796208,0.000002714748,0.00002213914,0.0002673352],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2630804,"threshold_uncertainty_score":0.999167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125423783","doi":"10.1046/j.1526-0976.2001.54002.x","title":"Management of Cervical Neoplasia: A 13-Year Experience with Cryotherapy and Laser","year":2001,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Manitoba","funders":"","keywords":"Cryotherapy; Medicine; Cervical intraepithelial neoplasia; Surgery; Laser therapy; Ablation; Laser treatment; Laser; Internal medicine; Cervical cancer; Cancer","authors":[{"name":"Vidia L. Persad","is_ca":true},{"name":"Mateo A. Pierotic","is_ca":true},{"name":"Fernando B. Guijon","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01703380722353757,"gpt":0.3085999713726567,"spread":0.2915661641491191,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001093335,0.0001126331,0.000250803,0.00009984501,0.00003075449,0.00002320014,0.0000942626,0.00003127494,0.002528791],"category_scores_gemma":[0.00001517437,0.00007485163,0.0001219619,0.0001869436,0.0001167124,0.0001547165,0.00002438977,0.0002017865,0.000004694588],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003698522,"about_ca_system_score_gemma":0.00009243457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005224736,"about_ca_topic_score_gemma":0.000002100116,"domain_scores_codex":[0.9987274,0.00002052519,0.0002852319,0.0001305732,0.000637829,0.0001984458],"domain_scores_gemma":[0.9988977,0.0000358203,0.0000907278,0.0001590614,0.0002062934,0.0006103663],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08121788,0.005767522,0.7934401,0.001024957,0.0006875531,0.0387827,0.001094101,0.00003197438,0.0004374599,0.0001508394,0.0005414772,0.0768234],"study_design_scores_gemma":[0.004463117,0.001665659,0.989661,0.00009989406,0.000177205,0.0005254498,0.0007993241,0.00002914907,0.0001265246,0.00008092825,0.002274895,0.00009689896],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992837,0.001015207,0.0001108347,0.0006698873,0.00005100702,0.0001651636,0.000007221332,0.000005533423,0.005138143],"genre_scores_gemma":[0.997995,0.0008800597,0.0003124123,0.0001941644,0.0001470366,0.000004988091,0.000001078994,0.00001640095,0.000448827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1962208,"threshold_uncertainty_score":0.998383,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2082522858","doi":"10.1097/lgt.0b013e31816a0db1","title":"Glomus Tumor Presenting as a Periurethral Mass","year":2008,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Soft tissue tumors and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Mount Sinai Hospital; Western University","funders":"","keywords":"Medicine; Glomus tumor; Pathology; Differential diagnosis; Biopsy; Vimentin; Immunohistochemistry; Histopathology","authors":[{"name":"Janet I. Malowany","is_ca":true},{"name":"R. Mark Rieckenberg","is_ca":false},{"name":"Benjamin A. Okafo","is_ca":false},{"name":"Terence J. Colgan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02154752354361365,"gpt":0.2854085341172709,"spread":0.2638610105736572,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001011539,0.0001894562,0.0003616686,0.0001212974,0.0001061881,0.00002556418,0.00009834454,0.00003094091,0.0006020805],"category_scores_gemma":[0.000279303,0.0001408361,0.0004658627,0.0001251335,0.00007974837,0.000226003,0.00001865087,0.0002683295,0.0001097136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009388683,"about_ca_system_score_gemma":0.0004405267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008255243,"about_ca_topic_score_gemma":1.830993e-7,"domain_scores_codex":[0.9984623,0.00003120227,0.0004491983,0.0001537372,0.0006192293,0.0002843511],"domain_scores_gemma":[0.9984362,0.00006122689,0.0002481226,0.0002007775,0.0002000765,0.0008536211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004906744,0.004793085,0.5192682,0.0001388688,0.000421386,0.4633365,0.0007772144,0.00002158095,0.002725161,0.00003082994,0.002374098,0.001206369],"study_design_scores_gemma":[0.005461847,0.002174057,0.9479843,0.0001829762,0.0009806636,0.03630371,0.0003236877,0.00007864304,0.001019461,0.0004061405,0.004789239,0.0002953089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939367,0.002667463,0.00001793763,0.0007301659,0.0004138638,0.0001964213,0.00001259464,0.00002489229,0.002000015],"genre_scores_gemma":[0.9962996,0.0000564066,0.0006873326,0.0002595744,0.0007538585,0.000004609013,0.000004247481,0.0000320298,0.001902315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4287161,"threshold_uncertainty_score":0.659236,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2125558209","doi":"10.1097/00128360-200607000-00002","title":"Is the Presence of Trichomonas on a Pap Smear Associated with an Increased Incidence of Bacterial Vaginosis?","year":2006,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute","funders":"","keywords":"Trichomonas; Bacterial vaginosis; Medicine; Incidence (geometry); Trichomonas vaginalis; Trichomonas Vaginitis; Vaginal flora; Vagina; Anaerobic bacteria; Microbiology; Gynecology; Biology; Bacteria; Surgery","authors":[{"name":"Debra S. Heller","is_ca":false},{"name":"Svetlana Maslyak","is_ca":true},{"name":"Joan Skurnick","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01638940743008342,"gpt":0.274148714740366,"spread":0.2577593073102826,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009425847,0.0001715698,0.0003474112,0.0002310197,0.0001117797,0.00002473659,0.0004010197,0.000100006,0.0004442981],"category_scores_gemma":[0.00127179,0.0001063382,0.0002206027,0.0003739046,0.0004434932,0.000417014,0.00003430356,0.0004982682,0.00001443538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006861367,"about_ca_system_score_gemma":0.0004440248,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002159038,"about_ca_topic_score_gemma":0.00001381651,"domain_scores_codex":[0.9979352,0.000732088,0.0005898238,0.0002118954,0.000275599,0.0002553602],"domain_scores_gemma":[0.9972278,0.000754687,0.0007096746,0.0004249858,0.0008039792,0.00007888702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.02014921,0.01450093,0.18574,0.00005446518,0.0008764036,0.0003176618,0.0004373832,0.000198234,0.7744558,0.0001244984,0.001611773,0.001533612],"study_design_scores_gemma":[0.001821371,0.002900802,0.9378944,0.0001010402,0.0002059049,0.0001024059,0.00008923731,0.000004148914,0.05623826,0.0002332315,0.0002834147,0.0001258006],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983348,0.000490309,0.00001995671,0.0001977331,0.0002293704,0.0002751895,0.000153991,0.000008732669,0.0002899087],"genre_scores_gemma":[0.9995887,0.00002095371,0.00001980824,0.00002459231,0.0001022429,0.000007172686,0.00002059994,0.00001671417,0.0001992072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7521544,"threshold_uncertainty_score":0.4864752,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2058986215","doi":"10.1097/lgt.0b013e31815cda1e","title":"A Rare Case of Ectopic Adrenocorticotropic Hormone Syndrome in Small Cell Carcinoma of the Vagina","year":2008,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Pituitary Gland Disorders and Treatments","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University Health Network; University of Toronto; Sunnybrook Health Science Centre; Health Sciences Centre; Princess Margaret Cancer Centre; Ottawa Hospital","funders":"","keywords":"Medicine; Vagina; Adrenocorticotropic hormone; Rare disease; Presentation (obstetrics); Disease; Pathology; Internal medicine; Surgery; Hormone","authors":[{"name":"Johanne I. Weberpals","is_ca":true},{"name":"Bojana Djordjevic","is_ca":true},{"name":"Mahmoud A. Khalifa","is_ca":true},{"name":"Amit M. Oza","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01567107285882824,"gpt":0.2272646166992885,"spread":0.2115935438404603,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00004463067,0.0001452576,0.0003969979,0.000152752,0.00003557467,0.000003098322,0.0001067681,0.00004261765,0.0000444303],"category_scores_gemma":[0.00004505858,0.00009108277,0.0003478328,0.0001920602,0.00007805811,0.00009682874,0.00002512964,0.0001851134,0.000002032084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000447561,"about_ca_system_score_gemma":0.0003413179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001003524,"about_ca_topic_score_gemma":0.00001726237,"domain_scores_codex":[0.998922,0.0000415697,0.000537503,0.0001073689,0.0002152649,0.0001763241],"domain_scores_gemma":[0.9990224,0.00003962386,0.0003074498,0.000250952,0.0001147083,0.0002648383],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009613017,0.003561775,0.8721517,0.0001485173,0.00005946512,0.1219766,0.0002586271,0.00001367059,0.0005673965,0.000002865747,0.00003541129,0.0002626435],"study_design_scores_gemma":[0.00554534,0.001404876,0.9739312,0.00008051948,0.000386301,0.018033,0.0001139317,0.00001546176,0.0003166896,0.00008748076,0.000008644419,0.00007656771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926041,0.006594994,0.000005198885,0.0001163367,0.0001141414,0.0002493012,0.00004809169,0.000002398891,0.0002654855],"genre_scores_gemma":[0.9995865,0.0001084824,0.00006756567,0.00003945759,0.00003074695,0.000002684446,0.00000364477,0.00001337743,0.000147522],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1039436,"threshold_uncertainty_score":0.3714247,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2085386291","doi":"10.1097/lgt.0b013e3182630c41","title":"Comparative Risk of High-Grade Histopathology Diagnosis After a CIN 1 Finding in Endocervical Curettage Versus Cervical Biopsy","year":2013,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Alberta Cancer Foundation; University of Calgary","funders":"Division of Electrical, Communications and Cyber Systems; National Cancer Institute; National Institutes of Health; Calgary Laboratory Services","keywords":"Medicine; Endocervical curettage; Colposcopy; Cervical intraepithelial neoplasia; Biopsy; Cytology; Histopathology; Curettage; Gynecology; Context (archaeology); Cervical cancer; Internal medicine; Radiology; Cancer; Pathology","authors":[{"name":"Julia C. Gage","is_ca":false},{"name":"Máire A. Duggan","is_ca":false},{"name":"Jill Nation","is_ca":true},{"name":"Song Gao","is_ca":true},{"name":"Philip E. Castle","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04121290736403384,"gpt":0.3422370954167883,"spread":0.3010241880527544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002994812,0.0002306369,0.0008011608,0.0004257848,0.00003707082,0.00002860334,0.0002134132,0.0001253653,0.009240936],"category_scores_gemma":[0.0004496318,0.000178222,0.0004635245,0.0003726561,0.0002144551,0.0002795573,0.00007587035,0.0009682376,0.00007498228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736325,"about_ca_system_score_gemma":0.000293189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001847161,"about_ca_topic_score_gemma":0.00003611565,"domain_scores_codex":[0.9975188,0.0002233752,0.0008224928,0.000255179,0.0007423792,0.0004378114],"domain_scores_gemma":[0.9975697,0.0006268529,0.000293833,0.0002574998,0.0003734784,0.0008785797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03435206,0.007672515,0.935385,0.0004459961,0.0002600981,0.01162265,0.001135205,0.00004295568,0.0009933645,0.00006925928,0.001235592,0.006785298],"study_design_scores_gemma":[0.006574567,0.001563648,0.9898661,0.00006645062,0.0003545533,0.000138142,0.0002249503,0.0001187489,0.00030044,0.000331501,0.0002964116,0.0001645191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946027,0.002555327,0.00003109636,0.001356763,0.0004129889,0.0003702127,0.0001097187,0.000008422778,0.0005527466],"genre_scores_gemma":[0.9988295,0.0002192738,0.0002909161,0.0001487506,0.0003717027,0.00006436002,0.000008839472,0.00002350701,0.00004318775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05448106,"threshold_uncertainty_score":0.9916648,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2070780065","doi":"10.1097/lgt.0b013e318195d91b","title":"Detection of Cervical Intraepithelial Neoplasias and Cancers in Cervical Tissue by In Vivo Light Scattering","year":2009,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Infrared Thermography in Medicine","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Women's Health Research Institute","funders":"National Cancer Institute","keywords":"Colposcopy; Medicine; Cervical intraepithelial neoplasia; Biopsy; Cervical cancer; Histopathology; Pathology; Oncology; Gynecology; Internal medicine; Cancer; Radiology","authors":[{"name":"Judith R. Mourant","is_ca":false},{"name":"Thèrése Bocklage","is_ca":false},{"name":"Tamara M. Powers","is_ca":false},{"name":"Heather M. Greene","is_ca":false},{"name":"Maxine H. Dorin","is_ca":false},{"name":"Alan G. Waxman","is_ca":false},{"name":"Meggan M. Zsemlye","is_ca":false},{"name":"Harriet O. Smith","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.005283746455872867,"gpt":0.2505239031958496,"spread":0.2452401567399767,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002715715,0.0001753401,0.0004542207,0.0004579061,0.00001894975,0.00001193312,0.00009711666,0.0001058457,0.0001172791],"category_scores_gemma":[0.0001266627,0.0001471183,0.0001221468,0.0003486312,0.00008071719,0.0002004489,0.00001194042,0.0005024815,0.000001093859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000167164,"about_ca_system_score_gemma":0.0001521524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003687948,"about_ca_topic_score_gemma":0.00002076397,"domain_scores_codex":[0.9983853,0.00005773451,0.0007082257,0.0001585415,0.0004360322,0.0002541359],"domain_scores_gemma":[0.9990624,0.00005843475,0.0002124778,0.0001365206,0.00009156489,0.0004386548],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01166667,0.001869786,0.07436124,0.0003073698,0.00008289882,0.005441826,0.001387708,0.00005189572,0.8647654,0.000007352948,0.0002870706,0.03977076],"study_design_scores_gemma":[0.006714104,0.003426519,0.9470793,0.0008541579,0.000255821,0.0009361046,0.0003929123,0.0001467546,0.03893145,0.0003343095,0.000677806,0.0002507379],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995911,0.001476271,0.00005355389,0.001756386,0.000320141,0.0001968534,0.00001648193,0.000007628319,0.000261666],"genre_scores_gemma":[0.9989727,0.0001492646,0.0001036772,0.0004329783,0.0003046725,0.00000219541,0.00000149737,0.00001681498,0.00001618827],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8727181,"threshold_uncertainty_score":0.599931,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2321761691","doi":"10.1097/lgt.0000000000000106","title":"A Survey of Experts Regarding the Treatment of Adult Vulvar Lichen Sclerosus","year":2015,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Genital Health and Disease","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; Women's College Hospital","funders":"","keywords":"Lichen sclerosus; Medicine; Dermatology; Clobetasol propionate; Family medicine; Psoriasis","authors":[{"name":"Amanda Selk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07890033360114312,"gpt":0.3356609553587502,"spread":0.2567606217576071,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003927327,0.0001994044,0.0005245603,0.0001429437,0.00004285719,0.00001406848,0.0001487873,0.0000585355,0.0000456949],"category_scores_gemma":[0.001181485,0.0001171032,0.0004391985,0.0002328854,0.0001119097,0.0001639076,0.00001577821,0.0001078883,0.00000807987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001431256,"about_ca_system_score_gemma":0.001303887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001782105,"about_ca_topic_score_gemma":0.00001632269,"domain_scores_codex":[0.9978573,0.0001575352,0.0008400697,0.0001410428,0.0007268722,0.0002772337],"domain_scores_gemma":[0.9958184,0.000211872,0.0005347248,0.0003741631,0.00138412,0.001676769],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.06172208,0.02151394,0.8866534,0.0006504902,0.0004880909,0.003336603,0.003974098,0.00009993422,0.001461964,0.00002363813,0.005888155,0.01418762],"study_design_scores_gemma":[0.009154427,0.006983658,0.9797669,0.000163587,0.0008296616,0.0001847098,0.001201004,0.0001007617,0.0008145293,0.00007500488,0.0005547077,0.0001710198],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897975,0.008376597,0.00001178533,0.0004141915,0.0004073389,0.0003541214,0.0001375121,0.000007420996,0.0004935068],"genre_scores_gemma":[0.9990568,0.0001314019,0.00009189147,0.0001988117,0.0002722742,0.000006788813,0.00001478491,0.00002485381,0.0002024211],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09311355,"threshold_uncertainty_score":0.477533,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2103348168","doi":"10.1097/lgt.0b013e3182a1772c","title":"Postcolposcopy Management of Women With Histologically Proven CIN 1","year":2013,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":14,"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":"Medicine; Gynecology","authors":[{"name":"Mahalakshmi Gurumurthy","is_ca":false},{"name":"Seonaidh Cotton","is_ca":false},{"name":"Linda Sharp","is_ca":false},{"name":"Louise Smart","is_ca":false},{"name":"Julian Little","is_ca":true},{"name":"Norman Waugh","is_ca":false},{"name":"Margaret Cruickshank","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01339497984459065,"gpt":0.283818486634246,"spread":0.2704235067896553,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000203087,0.0001217982,0.0003403316,0.0001144162,0.0000257845,0.000022821,0.000155964,0.0000347458,0.007837502],"category_scores_gemma":[0.00004633882,0.00007431395,0.0001426688,0.0001601231,0.00009202938,0.0001817609,0.00003641323,0.0002452938,0.00003677771],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002787324,"about_ca_system_score_gemma":0.000264839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008459299,"about_ca_topic_score_gemma":4.236171e-7,"domain_scores_codex":[0.9984147,0.0000273581,0.0003971889,0.0001251772,0.0007126279,0.0003229671],"domain_scores_gemma":[0.9982119,0.00003782559,0.0001751737,0.0001900461,0.0004927239,0.0008923788],"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":[0.2200068,0.03884963,0.1831835,0.00979989,0.004827612,0.04825722,0.00199299,0.00008797417,0.02138564,0.000761838,0.01807827,0.4527686],"study_design_scores_gemma":[0.002895873,0.005125343,0.988858,0.00008943996,0.0002066539,0.0001149362,0.0003562018,0.00001321576,0.0001410549,0.0002811628,0.00181449,0.0001035976],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866518,0.0006198596,0.00004958368,0.001206395,0.00006722307,0.0004761796,0.00000773059,0.000007554243,0.0109137],"genre_scores_gemma":[0.9976408,0.00007726664,0.0008013924,0.0002795569,0.0001011974,0.00002634395,0.000001804014,0.00001564293,0.001055973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8056745,"threshold_uncertainty_score":0.9930695,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4379645018","doi":"10.1097/lgt.0000000000000753","title":"Steroid Phobia in Patients With Vulvar Lichen Sclerosus","year":2023,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Genital Health and Disease","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; Women's College Hospital; University of Toronto; University of Ottawa","funders":"","keywords":"Medicine; Lichen sclerosus; Dermatology","authors":[{"name":"Emily Delpero","is_ca":true},{"name":"Abi Sriharan","is_ca":true},{"name":"Amanda Selk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01419396958231758,"gpt":0.2635357276637353,"spread":0.2493417580814178,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002260035,0.0002038406,0.0003599403,0.0004082936,0.00005109763,0.0000324632,0.0001293369,0.0000578759,0.0001520581],"category_scores_gemma":[0.000236232,0.0001513158,0.0002081176,0.0005467159,0.00005059817,0.0003291432,0.00002778575,0.0003334015,0.0001894772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001162105,"about_ca_system_score_gemma":0.0006155652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006257388,"about_ca_topic_score_gemma":0.000003166155,"domain_scores_codex":[0.9979319,0.00004769174,0.0006053689,0.0001895757,0.0007718664,0.0004536239],"domain_scores_gemma":[0.9974639,0.00006341389,0.0002290039,0.0002452518,0.0003047353,0.001693667],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0177233,0.003079494,0.9716024,0.0002761145,0.00003204381,0.003925957,0.0001271543,0.00003826585,0.00008129033,0.000002032199,0.001494661,0.001617291],"study_design_scores_gemma":[0.008435265,0.001832162,0.9888293,0.0001290014,0.0001646027,0.00002491122,0.00009530456,0.00002505955,0.00001188957,0.00005161011,0.0002441106,0.0001568167],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998,0.0004057939,0.000002586557,0.0004059747,0.0003172143,0.0003933696,0.00007720471,0.00003231864,0.0003655727],"genre_scores_gemma":[0.9986731,0.00001211692,0.00007046526,0.000599482,0.0002201621,0.00000685551,0.00004141155,0.0000396835,0.000336712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01722687,"threshold_uncertainty_score":0.6170479,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2789911900","doi":"10.1097/lgt.0000000000000390","title":"Vulvovaginal Disease Education in Canadian and American Gynecology Residency Programs: A Survey of Program Directors","year":2018,"lang":"en","type":"article","venue":"Journal of Lower Genital Tract Disease","topic":"Reproductive tract infections research","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Medicine; Family medicine; Curriculum; Colposcopy; Descriptive statistics; Residency training; Gynecology; Continuing education; Medical education; Internal medicine","authors":[{"name":"Christine Edwards","is_ca":true},{"name":"Nupur Dogra","is_ca":true},{"name":"Annet Antanrajakumar","is_ca":true},{"name":"Aparna Sarangapani","is_ca":true},{"name":"Amanda Selk","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02108935013736968,"gpt":0.3426375393351429,"spread":0.3215481891977732,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001093726,0.0001687452,0.0003317421,0.0007609111,0.0001024981,0.00003142016,0.0002099693,0.00006848608,0.0001984727],"category_scores_gemma":[0.003001581,0.0001492699,0.00009731617,0.0006151497,0.0010435,0.0002991122,0.00003134003,0.0004100126,0.00002933906],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002139965,"about_ca_system_score_gemma":0.006038229,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07458074,"about_ca_topic_score_gemma":0.09302481,"domain_scores_codex":[0.9978802,0.0007313328,0.0005322804,0.0002781957,0.0001029165,0.0004751142],"domain_scores_gemma":[0.9977247,0.0002556783,0.0003314117,0.0002830944,0.0009397438,0.0004653586],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001266544,0.003042565,0.8604999,0.00002934582,0.00007899525,0.0001020672,0.0001086952,8.153864e-7,0.0009840669,0.00001673877,0.0002889315,0.1335813],"study_design_scores_gemma":[0.0004530433,0.001970889,0.9936624,0.00005276893,0.00006582264,0.0001049789,0.00011426,0.000001775696,0.0001326077,0.0001129402,0.003190329,0.0001381595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957516,0.002187615,0.0000025505,0.0005203453,0.0006880126,0.0005276381,0.00005743839,0.00001177944,0.0002530395],"genre_scores_gemma":[0.9993163,0.0001026584,0.00009613587,0.00002356006,0.00009303316,0.00003318199,0.00004031552,0.00001900491,0.0002758566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1334432,"threshold_uncertainty_score":0.9995966,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}