{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":21,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":21,"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":"9d7fe05d9a8b","filters":{"venue":"Journal of Gynecologic Oncology"}},"results":[{"id":"W2122633766","doi":"10.3802/jgo.2015.26.4.246","title":"Wait times from diagnosis to treatment in cancer","year":2015,"lang":"en","type":"letter","venue":"Journal of Gynecologic Oncology","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":50,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Intensive care medicine; MEDLINE","authors":[{"name":"Laurie Elit","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.152788753975992,"gpt":0.4162599657254463,"spread":0.2634712117494544,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005121553,0.0003456383,0.001822243,0.0004416692,0.00002983944,0.00001739495,0.0003201729,0.001241506,0.003233388],"category_scores_gemma":[0.0008073655,0.0002373846,0.0003045006,0.0002513767,0.00006930729,0.00008039554,0.00007732765,0.001587443,0.0001200019],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007417746,"about_ca_system_score_gemma":0.003091708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002463187,"about_ca_topic_score_gemma":0.002761347,"domain_scores_codex":[0.9973978,0.0002671795,0.000949244,0.0003383328,0.0005226104,0.0005248406],"domain_scores_gemma":[0.9971709,0.001061222,0.0007816831,0.0002474119,0.0004580403,0.0002807741],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003938712,0.0002338681,0.05076997,0.00001419912,0.0002782856,0.01916198,0.0002890998,0.00006281734,0.00001619532,0.000001386838,0.879106,0.04967236],"study_design_scores_gemma":[0.002496148,0.01288834,0.02352609,0.0002934193,0.0005578654,0.0002955345,0.000172213,0.00000604314,0.00005066041,0.0003647747,0.9591478,0.0002010889],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1875343,0.005721196,0.000004141558,0.7974644,0.002286377,0.0005783635,0.00007488037,0.00001484064,0.006321548],"genre_scores_gemma":[0.03006617,0.003741196,0.002708985,0.949344,0.01034409,0.0003001784,0.00005653393,0.00004803783,0.003390765],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1574681,"threshold_uncertainty_score":0.9976778,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3024686453","doi":"10.3802/jgo.2020.31.e64","title":"Survival implication of lymphadenectomy in patients surgically treated for apparent early-stage uterine serous carcinoma","year":2020,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Regina General Hospital","funders":"","keywords":"Medicine; Hazard ratio; Lymphadenectomy; Proportional hazards model; Stage (stratigraphy); Internal medicine; Serous fluid; Confidence interval; Hysterectomy; Serous carcinoma; Surgery; Urology; Lymph node; Oncology; Cancer; Ovarian cancer","authors":[{"name":"Jvan Casarin","is_ca":false},{"name":"Giorgio Bogani","is_ca":false},{"name":"Elisa Piovano","is_ca":true},{"name":"Francesca Falcone","is_ca":false},{"name":"Federico Ferrari","is_ca":false},{"name":"Franco Odicino","is_ca":false},{"name":"Andrea Puppo","is_ca":true},{"name":"Ferdinando Bonfiglio","is_ca":false},{"name":"Nicoletta Donadello","is_ca":false},{"name":"Ciro Pinelli","is_ca":false},{"name":"Antonio Simone Laganà","is_ca":false},{"name":"Antonino Ditto","is_ca":false},{"name":"Mario Malzoni","is_ca":false},{"name":"Stefano Greggi","is_ca":false},{"name":"Francesco Raspagliesi","is_ca":false},{"name":"Fabio Ghezzi","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04803859510128714,"gpt":0.3400575573837772,"spread":0.29201896228249,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002895525,0.0001488415,0.0009559097,0.0001643877,0.00002157498,0.000004439677,0.0001432015,0.0001778354,0.0002160221],"category_scores_gemma":[0.0006213012,0.0001046507,0.0002143744,0.0003786722,0.00004692182,0.00005989904,0.00004567414,0.000146295,0.000003593186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005228059,"about_ca_system_score_gemma":0.0002481575,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006983639,"about_ca_topic_score_gemma":0.00002694176,"domain_scores_codex":[0.9983124,0.0001380774,0.0008896939,0.0001889234,0.000227968,0.0002429925],"domain_scores_gemma":[0.9979643,0.0006040558,0.0006785067,0.0001022834,0.0004285791,0.0002222824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008468982,0.001622775,0.9701025,0.0001141456,0.0001471694,0.0001535026,0.0001305226,0.00002266614,0.001282234,0.0000400592,0.00008211098,0.01783333],"study_design_scores_gemma":[0.0260466,0.02609515,0.9410923,0.00001368386,0.0001371111,0.00001618308,0.00005146106,0.00002836513,0.001410603,0.00004401292,0.004985671,0.0000789016],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966292,0.0001107119,0.00007501651,0.001622723,0.0002516186,0.000648248,0.00003527088,0.000009424285,0.000617779],"genre_scores_gemma":[0.9987128,0.00008423257,0.0005774653,0.0003441113,0.0001553681,0.00003125731,0.00002558918,0.0000124411,0.00005667765],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02901025,"threshold_uncertainty_score":0.4267532,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2921764825","doi":"10.3802/jgo.2019.30.e60","title":"The influence of BRCA variants of unknown significance on cancer risk management decision-making","year":2019,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"BRCA gene mutations in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"School of Medicine, New York University; York University","keywords":"Medicine; Genetic testing; Logistic regression; Internal medicine; Family history; Ovarian cancer; Genetic counseling; Gynecology; Oncology; Gynecologic oncology; Cancer","authors":[{"name":"Jing‐Yi Chern","is_ca":false},{"name":"Sarah S. Lee","is_ca":false},{"name":"Melissa K. Frey","is_ca":false},{"name":"Jessica Lee","is_ca":false},{"name":"Stephanie V. Blank","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.007597958503391047,"gpt":0.3094944901621453,"spread":0.3018965316587542,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003308,0.0001226219,0.0003241008,0.00008544255,0.00007235616,0.000006888834,0.0005514444,0.0001785537,0.00009299911],"category_scores_gemma":[0.0006812972,0.00008230026,0.0001303994,0.0001676575,0.0001827485,0.000006729227,0.0001340877,0.0002144489,0.000006015995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343743,"about_ca_system_score_gemma":0.000533296,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000738469,"about_ca_topic_score_gemma":0.00007875847,"domain_scores_codex":[0.9984666,0.0002127273,0.0006834533,0.0001986757,0.0002346667,0.0002039273],"domain_scores_gemma":[0.9969554,0.0008248278,0.001407993,0.0003506289,0.0004236641,0.00003750184],"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":[0.002952699,0.0007250427,0.1057971,0.0001045989,0.001197585,0.00005749078,0.0002615679,0.3646104,0.1231949,0.002157154,0.007049595,0.3918918],"study_design_scores_gemma":[0.003344255,0.009541013,0.8013518,0.0003021147,0.000291041,0.00006982437,0.0005932465,0.0001427051,0.02500403,0.006845068,0.1521675,0.0003473735],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945004,0.001105593,0.0003399189,0.0002076577,0.0009695161,0.0002553899,0.00001288898,0.00000169955,0.002606915],"genre_scores_gemma":[0.9913008,0.004121996,0.004047453,0.0002385511,0.00009424781,0.00001682047,5.640052e-7,0.00001054193,0.0001690342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6955547,"threshold_uncertainty_score":0.3356107,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2169044620","doi":"10.3802/jgo.2012.23.2.75","title":"Three ongoing intraperitoneal chemotherapy trials in ovarian cancer","year":2012,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Intraperitoneal chemotherapy; Ovarian cancer; Chemotherapy; Oncology; Internal medicine; Cancer; Gynecology","authors":[{"name":"Keiichi Fujiwara","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08828688899847667,"gpt":0.4102719819290455,"spread":0.3219850929305688,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003840358,0.0001737239,0.001512651,0.0002504104,0.00004046808,0.00001105925,0.0001110565,0.0002830606,0.00259286],"category_scores_gemma":[0.000885895,0.0001149451,0.0002999666,0.0002137522,0.00006943209,0.0001424178,0.00002328084,0.0004372208,0.00001451704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001442076,"about_ca_system_score_gemma":0.0007729617,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001052991,"about_ca_topic_score_gemma":0.0004274809,"domain_scores_codex":[0.9977416,0.0002992913,0.001169344,0.0001405149,0.000205228,0.0004440653],"domain_scores_gemma":[0.9971051,0.001495982,0.0008873751,0.0001429467,0.0001229414,0.0002456706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001130099,0.002791332,0.7337403,0.00002835602,0.0005469073,0.0004563201,0.0005953145,0.00001647033,0.002368425,0.0005135615,0.005248952,0.2525639],"study_design_scores_gemma":[0.01127198,0.003485389,0.9087938,0.00009182535,0.0003329186,0.0005230305,0.0001725908,0.00001098364,0.001451851,0.0004271942,0.07332058,0.0001178584],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9573415,0.005260262,0.0001772266,0.03107405,0.0026785,0.000549387,0.00000421155,0.00001098808,0.002903852],"genre_scores_gemma":[0.9860927,0.002967943,0.005737556,0.003132307,0.001950283,0.00006227254,0.000001309678,0.0000178238,0.00003775506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2524461,"threshold_uncertainty_score":0.9983189,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408678810","doi":"10.3802/jgo.2025.36.e74","title":"FOLR1 as a therapeutic target in platinum-resistant ovarian carcinoma: unique expression patterns across ovarian carcinoma histotypes and molecular subtypes of low-grade serous carcinoma","year":2025,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","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":"BC Cancer Agency; Positive Living North; Spinal Cord Injury BC; University of Northern British Columbia; University of Calgary; University of British Columbia","funders":"National Cancer Institute; Janet D. Cottrelle Foundation; BC Cancer Foundation; Ovarian Cancer Canada; Alberta Precision Laboratories; VGH and UBC Hospital Foundation; Cancer Research Society","keywords":"Medicine; Ovarian carcinoma; Carcinoma; Oncology; Serous carcinoma; Serous fluid; Internal medicine; Cancer research; Ovarian cancer; Gynecology; Cancer","authors":[{"name":"Y Leung","is_ca":true},{"name":"Marta Llauradó Fernández","is_ca":true},{"name":"Anna Cameron","is_ca":true},{"name":"Annalyn Da-Anoy","is_ca":true},{"name":"Linda S. Cook","is_ca":false},{"name":"Joshua Hoenisch","is_ca":true},{"name":"Chanel Ghesquiere","is_ca":true},{"name":"Stéphanie Gaillard","is_ca":false},{"name":"Amy Dawson","is_ca":true},{"name":"Madison Bittner","is_ca":true},{"name":"Hannah Kim","is_ca":true},{"name":"Nelson K.Y. Wong","is_ca":true},{"name":"Gurdial Dhillion","is_ca":true},{"name":"Anna V. Tinker","is_ca":false},{"name":"Mark Carey","is_ca":true},{"name":"Martin Köbel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01368026330853808,"gpt":0.3049934721474857,"spread":0.2913132088389476,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007272864,0.0003608295,0.001353143,0.0003997847,0.0001080316,0.00002259917,0.000248304,0.0004813517,0.0001725756],"category_scores_gemma":[0.0002215366,0.000275864,0.0002197869,0.0003395843,0.0001907119,0.0001027007,0.0001359081,0.0005972503,0.000001853111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001198998,"about_ca_system_score_gemma":0.001322122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007105964,"about_ca_topic_score_gemma":0.0005684451,"domain_scores_codex":[0.9971339,0.0004728494,0.001131199,0.0004416715,0.0002921892,0.0005282203],"domain_scores_gemma":[0.9976782,0.0006820904,0.0007738402,0.0003784253,0.0002739378,0.0002135027],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002735093,0.001865169,0.9444644,0.0003688956,0.0003042122,0.006633257,0.001587007,0.00003681247,0.03669402,0.001134209,0.0002058487,0.00397112],"study_design_scores_gemma":[0.009805447,0.007975565,0.9461514,0.0003115098,0.0003535809,0.0004455468,0.0009607737,0.00005476376,0.03016202,0.002025326,0.001543988,0.0002100804],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9871846,0.0054194,0.0002194028,0.005049488,0.0005188258,0.0006766742,0.00003102705,0.0000141454,0.0008864008],"genre_scores_gemma":[0.9966771,0.0002228068,0.001646563,0.001175809,0.00007672019,0.00005368736,0.00001066322,0.00002880132,0.0001078444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009492469,"threshold_uncertainty_score":0.9999694,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3111661845","doi":"10.3802/jgo.2021.32.e12","title":"Time for enhancing government-led primary prevention of cervical cancer","year":2020,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","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 British Columbia","funders":"Advanced Centre for Treatment, Research and Education in Cancer","keywords":"Medicine; Cervical cancer; Primary prevention; Government (linguistics); Intensive care medicine; Oncology; Cancer; Internal medicine","authors":[{"name":"Kyung‐Jin Min","is_ca":false},{"name":"Dong Hoon Suh","is_ca":false},{"name":"Tsukasa Baba","is_ca":false},{"name":"Xiaojun Chen","is_ca":false},{"name":"Jae‐Weon Kim","is_ca":false},{"name":"Yusuke Kobayashi","is_ca":false},{"name":"Janice S. Kwon","is_ca":true},{"name":"Myong Cheol Lim","is_ca":false},{"name":"Jung‐Yun Lee","is_ca":false},{"name":"Satoru Nagase","is_ca":false},{"name":"Jeong‐Yeol Park","is_ca":false},{"name":"Siriwan Tangjitgamol","is_ca":false},{"name":"Hidemichi Watari","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0412872471106988,"gpt":0.3761330940530758,"spread":0.334845846942377,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006738271,0.00009722176,0.0007553326,0.00004134472,0.000033603,0.000004165529,0.000149661,0.0001837447,0.007840125],"category_scores_gemma":[0.001099014,0.00007163567,0.0002773255,0.0001430882,0.00009065262,0.0000626754,0.00007388853,0.0003516738,0.00001133359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008211259,"about_ca_system_score_gemma":0.001004307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003311495,"about_ca_topic_score_gemma":0.00004214311,"domain_scores_codex":[0.9983932,0.000110966,0.0006776838,0.0001420793,0.0004366398,0.0002394659],"domain_scores_gemma":[0.9980556,0.0007355521,0.000486578,0.00007584248,0.0004057593,0.00024063],"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":[0.0229422,0.002631576,0.01636946,0.002361012,0.001055982,0.0002849174,0.0009266262,0.0001510012,0.2652441,0.0001948775,0.02737438,0.6604639],"study_design_scores_gemma":[0.0361262,0.1035341,0.5708321,0.0001968435,0.001817922,0.0002981037,0.001194354,0.002134864,0.04494043,0.001658041,0.2368042,0.0004627919],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9282559,0.001782182,0.002393655,0.03747627,0.0006056692,0.001242912,0.00003575843,0.00002160625,0.02818602],"genre_scores_gemma":[0.991851,0.0003599558,0.002730222,0.003448961,0.0008438228,0.00003148671,0.000004329264,0.00001502215,0.0007151638],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.660001,"threshold_uncertainty_score":0.9930668,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4399870418","doi":"10.3802/jgo.2025.36.e5","title":"Selective utilization of circulating tumor DNA testing enables disease monitoring in endometrial and ovarian carcinomas","year":2024,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":13,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"University of British Columbia","funders":"BC Cancer Foundation; Vancouver Coastal Health Research Institute; Cancer Research Society","keywords":"Medicine; Disease; Ovarian carcinomas; Oncology; Ovarian cancer; Endometrial cancer; Ovarian carcinoma; Internal medicine; Cancer research; Cancer","authors":[{"name":"Amy Jamieson","is_ca":true},{"name":"Melissa K. McConechy","is_ca":false},{"name":"Amy Lum","is_ca":true},{"name":"Janine Senz","is_ca":true},{"name":"Tanner Dowhy","is_ca":false},{"name":"David Huntsman","is_ca":true},{"name":"Jessica N. McAlpine","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04082490073125877,"gpt":0.3098354617841562,"spread":0.2690105610528974,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005502764,0.00009594899,0.0002547954,0.0002085501,0.00003485011,0.00002049268,0.00008358403,0.00009749546,0.000005357203],"category_scores_gemma":[0.004581926,0.00008694667,0.00006051025,0.0002589504,0.00005779181,0.000008430827,0.00007367424,0.0001471832,2.06717e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001507194,"about_ca_system_score_gemma":0.0007105534,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002373694,"about_ca_topic_score_gemma":0.00002743197,"domain_scores_codex":[0.9990439,0.00009929002,0.0004435525,0.0001693884,0.00008002379,0.000163844],"domain_scores_gemma":[0.998676,0.0007413573,0.0002665326,0.00006793185,0.0001668497,0.00008134064],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004408192,0.0001966517,0.4824188,0.000165524,0.0001131165,0.0005772864,0.0002457672,0.002449886,0.477473,0.0002956475,0.0001049174,0.03551856],"study_design_scores_gemma":[0.003747919,0.005835636,0.9151477,0.0002733029,0.0002269648,0.0004200623,0.0007350164,0.002508585,0.06332369,0.002945418,0.004481705,0.000354027],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932286,0.005154893,0.0002808971,0.00008057491,0.0007381381,0.0001251579,0.00000831832,0.0000031687,0.0003802791],"genre_scores_gemma":[0.997315,0.0003678471,0.001697185,0.00002831201,0.0005651779,0.000005660615,0.00000301053,0.00001063809,0.000007125319],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4327288,"threshold_uncertainty_score":0.5485325,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4405616616","doi":"10.3802/jgo.2025.36.e51","title":"Phase II randomized study of dostarlimab alone or with bevacizumab versus non-platinum chemotherapy in recurrent gynecological clear cell carcinoma (DOVE/APGOT-OV7/ENGOT-ov80)","year":2024,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre","funders":"Daiichi Sankyo Europe; National Research Foundation of Korea; Medical Research Council; PharmaMar; Eisai; Amgen; National University of Singapore; National Research Foundation; Chugai Pharmaceutical; Seagen; MacroGenics; Sierra Oncology; Incyte; BeiGene; Clovis Oncology; AstraZeneca; Novocure; Ministry of Science and ICT, South Korea; Kimberly-Clark; Regeneron Pharmaceuticals; Mersana Therapeutics; National Medical Research Council; Karyopharm Therapeutics; Sanofi; GlaxoSmithKline","keywords":"Medicine; Bevacizumab; Chemotherapy; Oncology; Internal medicine; Carcinoma; Phases of clinical research","authors":[{"name":"Jung‐Yun Lee","is_ca":false},{"name":"David S.P. Tan","is_ca":false},{"name":"Isabelle Ray‐Coquard","is_ca":false},{"name":"Jung Bok Lee","is_ca":false},{"name":"Byoung Gie Kim","is_ca":false},{"name":"Els Van Nieuwenhuysen","is_ca":false},{"name":"Ruby Yun‐Ju Huang","is_ca":false},{"name":"Ka Yu Tse","is_ca":false},{"name":"Antonio González-Martı́n","is_ca":false},{"name":"Clare L. Scott","is_ca":false},{"name":"Kosei Hasegawa","is_ca":false},{"name":"Katie Wilkinson","is_ca":false},{"name":"Eun-Jeong Yang","is_ca":false},{"name":"Stéphanie Lheureux","is_ca":true},{"name":"Rebecca Kristeleit","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03196311436663559,"gpt":0.3535288015074919,"spread":0.3215656871408563,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001966059,0.0004753181,0.003044046,0.000567699,0.0001051954,0.00002961418,0.0002742818,0.0003902502,0.002129412],"category_scores_gemma":[0.0006031982,0.0002663709,0.0004197213,0.0006506928,0.0002608404,0.0001453971,0.0001051806,0.001009833,0.00001519803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001741142,"about_ca_system_score_gemma":0.001481377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008710583,"about_ca_topic_score_gemma":0.0005067054,"domain_scores_codex":[0.9957367,0.0006689004,0.00187037,0.0005686473,0.0005764171,0.0005789828],"domain_scores_gemma":[0.9934542,0.004568659,0.001010799,0.0003547108,0.0003284914,0.000283123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.7741522,0.07127146,0.005804458,0.0002539061,0.001912549,0.01706167,0.005304331,0.0001144015,0.0005331011,0.0000495254,0.002326395,0.1212161],"study_design_scores_gemma":[0.6424084,0.3304433,0.01707583,0.0001437022,0.001604129,0.0004105358,0.002824693,0.000510876,0.0006758289,0.00005210555,0.003588826,0.0002617099],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886238,0.00180299,0.00003568188,0.003283394,0.001621195,0.002656078,0.00001663726,0.0000292428,0.001930971],"genre_scores_gemma":[0.9959693,0.001055109,0.001984489,0.0002855287,0.0002859526,0.0001948086,0.000009318312,0.00004575661,0.0001697272],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2591719,"threshold_uncertainty_score":0.9999788,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4403745530","doi":"10.3802/jgo.2024.35.e117","title":"Cost-effectiveness analysis of simple hysterectomy compared to radical hysterectomy for early cervical cancer: analysis from the GCIG/CCTG CX.5/SHAPE trial","year":2024,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Sunnybrook Health Science Centre; Centre hospitalier universitaire de Québec; Princess Margaret Cancer Centre; Queen's University; Centre Hospitalier de l’Université de Montréal; University of British Columbia","funders":"Canadian Institutes of Health Research; Michael Smith Health Research BC","keywords":"Medicine; Hysterectomy; Cervical cancer; Radical Hysterectomy; Clinical trial; Oncology; Gynecology; Urology; Cancer; Surgery; Internal medicine","authors":[{"name":"Janice S. Kwon","is_ca":true},{"name":"Helen McTaggart‐Cowan","is_ca":false},{"name":"Sarah E. Ferguson","is_ca":true},{"name":"Vanessa Samouëlian","is_ca":true},{"name":"Éric Lambaudie","is_ca":false},{"name":"Frédéric Guyon","is_ca":false},{"name":"John Tidy","is_ca":false},{"name":"Karin Williamson","is_ca":false},{"name":"Noreen Gleeson","is_ca":false},{"name":"Cor D. de Kroon","is_ca":false},{"name":"Willemien J. van Driel","is_ca":false},{"name":"Sven� Mahner","is_ca":false},{"name":"Lars Hanker","is_ca":false},{"name":"Frédéric Goffin","is_ca":false},{"name":"Regina Berger","is_ca":false},{"name":"Brynhildur Eyjólfsdóttir","is_ca":false},{"name":"Jae‐Weon Kim","is_ca":false},{"name":"Lori A. Brotto","is_ca":true},{"name":"Reka Pataky","is_ca":false},{"name":"Shirley S.T. Yeung","is_ca":false},{"name":"Kelvin Chan","is_ca":true},{"name":"Matthew C. Cheung","is_ca":true},{"name":"Juliana Ubi","is_ca":true},{"name":"Dongsheng Tu","is_ca":true},{"name":"Lois E. Shepherd","is_ca":true},{"name":"Marie Plante","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09709792608531605,"gpt":0.4220308075184325,"spread":0.3249328814331164,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001609823,0.000319073,0.003080563,0.001155005,0.0001071025,0.00005459721,0.0004421143,0.0003404735,0.002357552],"category_scores_gemma":[0.001196245,0.0001824467,0.002013842,0.004602613,0.0001650986,0.00009627131,0.000105643,0.0005140351,0.00001156598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001308573,"about_ca_system_score_gemma":0.0007484756,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001123593,"about_ca_topic_score_gemma":0.001696799,"domain_scores_codex":[0.9960849,0.0009329613,0.001435184,0.0004888915,0.0005849474,0.0004731739],"domain_scores_gemma":[0.9846074,0.01349552,0.000636815,0.0003387225,0.0005234455,0.000398087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.2265172,0.004176414,0.4286259,0.000321468,0.1461116,0.0007883573,0.001506658,0.002633595,0.002156403,0.000137385,0.00258251,0.1844425],"study_design_scores_gemma":[0.06183356,0.01614289,0.8107125,0.0001170344,0.07444875,0.00002001017,0.0002988302,0.003868898,0.0005518587,0.0004080969,0.03132627,0.0002713659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9889205,0.001739913,0.001945058,0.002961015,0.001590978,0.002202573,0.000424096,0.0000312727,0.0001846422],"genre_scores_gemma":[0.9968669,0.0001123758,0.0007645315,0.0007509705,0.0009409128,0.000406897,0.00009214079,0.00002318755,0.00004210431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3820865,"threshold_uncertainty_score":0.9985544,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4383212587","doi":"10.3802/jgo.2023.34.e73","title":"Prognostic significance of heterologous component in carcinosarcoma of the gynecologic organs: a systematic review and meta-analysis","year":2023,"lang":"en","type":"review","venue":"Journal of Gynecologic Oncology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National Research Foundation of Korea; National Research Foundation","keywords":"Carcinosarcoma; Medicine; Heterologous; Meta-analysis; Oncology; Internal medicine; Survival analysis; Hazard ratio; Pathology; Confidence interval; Carcinoma; Biology","authors":[{"name":"Young-Hoon Kim","is_ca":false},{"name":"Gyeong Hoon Kang","is_ca":false},{"name":"Haeryoung Kim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1294904511825214,"gpt":0.387482546080286,"spread":0.2579920948977645,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002389449,0.0005361449,0.01917816,0.0007528923,0.00003894674,0.000006323884,0.0005789749,0.0004796055,0.0001753186],"category_scores_gemma":[0.003197527,0.000242781,0.003466652,0.001614034,0.0003008312,0.00003696819,0.0002785575,0.0007524029,0.000006090708],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004957506,"about_ca_system_score_gemma":0.0007718141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002928516,"about_ca_topic_score_gemma":0.0001420163,"domain_scores_codex":[0.9922359,0.002470245,0.004124181,0.0003833794,0.0004238077,0.0003624822],"domain_scores_gemma":[0.9870986,0.004941291,0.006806334,0.0006421547,0.000381646,0.0001299337],"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":[0.00003144426,0.001422336,0.002588555,0.8212004,0.1715689,0.001658243,0.0000614138,0.00000592864,0.000002782596,0.00002017384,0.00008894483,0.001350798],"study_design_scores_gemma":[0.0007834157,0.004390637,0.005337655,0.01829878,0.9669482,0.001497359,0.00003679024,0.000003144166,0.000001442734,0.00005033614,0.002474802,0.0001774844],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002345606,0.9913846,0.000003042433,0.000737639,0.0001477383,0.005264839,0.00006144476,0.000009395655,0.00004566929],"genre_scores_gemma":[0.02359922,0.9751626,0.0003106462,0.0003093025,0.00001719754,0.0004148784,0.00001241843,0.00003139136,0.0001423657],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8029017,"threshold_uncertainty_score":0.9953831,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1990608952","doi":"10.3802/jgo.2011.22.4.222","title":"ASGO's Second Biennial Meeting, November 3-5 2011","year":2011,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; MEDLINE","authors":[{"name":"Yin Nin Chia","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05096692995109468,"gpt":0.3059223805317175,"spread":0.2549554505806228,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008892277,0.0001765857,0.0007286943,0.0001901328,0.00005966043,0.000007578976,0.0001539332,0.0002746933,0.02558829],"category_scores_gemma":[0.0003053625,0.0001192755,0.0002688928,0.00009330943,0.0001227868,0.0001026938,0.00005416859,0.000395384,0.000265571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006847886,"about_ca_system_score_gemma":0.0007544947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003142394,"about_ca_topic_score_gemma":0.0002144237,"domain_scores_codex":[0.9984128,0.0001182374,0.0006838923,0.0001962667,0.0002564445,0.0003323607],"domain_scores_gemma":[0.9981084,0.0002561595,0.0007297702,0.0001965813,0.0004446889,0.0002643438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003253252,0.01254256,0.4853564,0.0001363895,0.002428226,0.01471276,0.002477665,0.000006213779,0.002918949,0.002141289,0.3364865,0.1375398],"study_design_scores_gemma":[0.006644888,0.01600284,0.5816768,0.00005425766,0.0005674683,0.002346465,0.0002293804,0.000004102103,0.001917414,0.001070774,0.3893279,0.0001576702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7848535,0.001322508,0.00003388203,0.002954568,0.003182857,0.0002904376,0.000004177707,0.00002309949,0.2073349],"genre_scores_gemma":[0.9865686,0.0003576788,0.008598262,0.002378557,0.0006682206,0.00001625462,0.000001165431,0.00001957356,0.00139165],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2059433,"threshold_uncertainty_score":0.9753025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4387792030","doi":"10.3802/jgo.2024.35.e16","title":"Adjuvant carboplatin and paclitaxel with “sandwich” method radiotherapy for stage III or IV endometrial cancer: long-term follow-up at a single-institution","year":2023,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"Victoria Hospital; London Health Sciences Centre; Western University","funders":"Gilead Sciences; London Health Sciences Foundation; Eli Lilly and Company","keywords":"Medicine; Carboplatin; Internal medicine; Endometrial cancer; Chemoradiotherapy; Radiation therapy; Oncology; Stage (stratigraphy); Cohort; Cancer; Chemotherapy; Surgery; Cisplatin","authors":[{"name":"Anu Chinnadurai","is_ca":true},{"name":"Daniel Breadner","is_ca":true},{"name":"Ziad Baloush","is_ca":true},{"name":"Ana Elisa Lohmann","is_ca":true},{"name":"Morgan Black","is_ca":true},{"name":"David D’Souza","is_ca":true},{"name":"Stephen Welch","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07732986326666491,"gpt":0.3981433043821891,"spread":0.3208134411155242,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001141461,0.0002716862,0.001426367,0.0005808903,0.0001786106,0.00002097582,0.0001237488,0.0002955956,0.0005987771],"category_scores_gemma":[0.001337648,0.0001528864,0.0002524797,0.0008831472,0.000152192,0.0001161354,0.00005322159,0.0002852695,0.000002714808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001860562,"about_ca_system_score_gemma":0.0008234708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006850692,"about_ca_topic_score_gemma":0.001074329,"domain_scores_codex":[0.9978396,0.0002353479,0.0007629023,0.0003305991,0.000359736,0.0004718223],"domain_scores_gemma":[0.9951271,0.003333064,0.0007890388,0.000151835,0.0002815507,0.000317404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.1787441,0.001727478,0.1386296,0.0004897481,0.004007093,0.005155706,0.001313751,0.0001930984,0.03789805,0.0001163264,0.001986748,0.6297383],"study_design_scores_gemma":[0.3856117,0.1885839,0.354874,0.0004831115,0.004161241,0.003302069,0.001116949,0.0004562179,0.00778904,0.0002457226,0.05254568,0.0008303146],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886407,0.002907696,0.002651586,0.001900467,0.002141093,0.001341523,0.00006366503,0.00004867592,0.000304647],"genre_scores_gemma":[0.9794045,0.004743068,0.009700496,0.000809203,0.001211113,0.0001996229,0.00002551695,0.00003920398,0.003867294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6289079,"threshold_uncertainty_score":0.655619,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4392835464","doi":"10.3802/jgo.2024.35.e49","title":"Simple hysterectomy <i>SHAPE-ing</i> up to be the treatment of choice for early cervical cancer under 2 cm","year":2024,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Cervical cancer; Hysterectomy; Simple (philosophy); Cancer; Gynecology; Surgery; Oncology; General surgery; Internal medicine","authors":[{"name":"Anouk Benseler","is_ca":true},{"name":"Allan Covens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0794202515372596,"gpt":0.4043953162967309,"spread":0.3249750647594714,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003186502,0.000197474,0.0008573636,0.0001866711,0.00007126289,0.00002096059,0.000178922,0.0001909539,0.001081934],"category_scores_gemma":[0.0002837891,0.00009907174,0.000447173,0.0004339757,0.00008037808,0.00006038069,0.00003266204,0.000196591,0.00001354913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001251934,"about_ca_system_score_gemma":0.0006095397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002321348,"about_ca_topic_score_gemma":0.0005137176,"domain_scores_codex":[0.9983947,0.0001155273,0.0006613982,0.000223208,0.0002626012,0.0003426179],"domain_scores_gemma":[0.995709,0.00336118,0.0002588889,0.0001674736,0.0002740555,0.0002293936],"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":[0.0138351,0.006907304,0.08432818,0.0008704136,0.008053085,0.000985334,0.006002129,0.0003428691,0.008677346,0.001437639,0.04577915,0.8227814],"study_design_scores_gemma":[0.009463861,0.04473903,0.07332805,0.00007958114,0.001480447,0.0001370654,0.0004570594,0.000070865,0.00205976,0.001097199,0.8669499,0.0001371663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9656776,0.004788272,0.0001210038,0.02470915,0.002461389,0.0009290811,0.00005195315,0.00002225918,0.001239316],"genre_scores_gemma":[0.9915693,0.0009026104,0.0003717076,0.004486582,0.001149925,0.0001864498,0.000004929418,0.00002344206,0.001305017],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8226443,"threshold_uncertainty_score":0.9998312,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4413453280","doi":"10.3802/jgo.2026.37.e9","title":"Efficacy and toxicity of PARP inhibitor in elderly patients with homologous recombination-deficient newly diagnosed advanced ovarian cancer: the role of dose modification","year":2025,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"PARP inhibition in cancer therapy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Western University","funders":"Ministry of Health and Welfare","keywords":"Medicine; PARP inhibitor; Ovarian cancer; Homologous recombination; Toxicity; Homologous chromosome; Oncology; Poly ADP ribose polymerase; Internal medicine; Cancer; Pharmacology; Genetics; DNA; Polymerase; Gene","authors":[{"name":"Ji Hyun Kim","is_ca":false},{"name":"D. Kim","is_ca":true},{"name":"Uisuk Kim","is_ca":false},{"name":"Jae Kyung Bae","is_ca":false},{"name":"W Jin","is_ca":false},{"name":"Sang‐Yoon Park","is_ca":false},{"name":"Myong Cheol Lim","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01131643990735361,"gpt":0.3096241683581557,"spread":0.2983077284508021,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000620727,0.0001303065,0.0006094754,0.0002988274,0.00005461955,0.000004872921,0.0001465115,0.0001737601,0.0000561435],"category_scores_gemma":[0.0006907866,0.00008405009,0.00006229619,0.0004416732,0.000260281,0.00008287047,0.00003007249,0.0003362389,3.30448e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005469255,"about_ca_system_score_gemma":0.0007840034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005166769,"about_ca_topic_score_gemma":0.0001255625,"domain_scores_codex":[0.9983128,0.0002641036,0.0008449636,0.0001744699,0.0002254958,0.0001781342],"domain_scores_gemma":[0.9966682,0.001379633,0.001119666,0.0001858219,0.0005898222,0.00005685709],"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":[0.01303284,0.008685998,0.3696692,0.0001532892,0.000359826,0.00005418138,0.002253254,0.00355374,0.0476855,0.002822501,0.0005454872,0.5511842],"study_design_scores_gemma":[0.02980136,0.01135709,0.9393293,0.0003040099,0.0001500312,0.00002044109,0.0005797789,0.0001367126,0.01257667,0.00452637,0.00111529,0.0001029966],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941912,0.001088043,0.0001262124,0.002717387,0.0003600248,0.0007798347,0.000009871867,0.000006303516,0.0007210941],"genre_scores_gemma":[0.9980772,0.0005844942,0.0009019298,0.0003161682,0.00002537762,0.00006087733,0.000003971128,0.000007266327,0.00002272639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.56966,"threshold_uncertainty_score":0.3427463,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408493341","doi":"10.3802/jgo.2025.36.e85","title":"A decade data of HPV genotypes in metropolitan regions of Indonesia: paving the way for a national cervical cancer elimination strategy","year":2025,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McGill University Health Centre","funders":"Fakultas Kedokteran, Universitas Indonesia; Universitas Indonesia","keywords":"Medicine; Cervical cancer; Genotype; Metropolitan area; Cancer; Oncology; Gynecology; Virology; Internal medicine; Genetics; Pathology; Gene","authors":[{"name":"Tofan Widya Utami","is_ca":false},{"name":"Laila Nuranna","is_ca":false},{"name":"Syifa Ainun Rahman","is_ca":false},{"name":"Raysa Irzami","is_ca":false},{"name":"Andi Utama","is_ca":false},{"name":"Gatot Purwoto","is_ca":false},{"name":"Eva Suarthana","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1281620202301725,"gpt":0.4655019338857888,"spread":0.3373399136556163,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001712997,0.0000802312,0.000523435,0.0003849503,0.00004903173,0.000004879687,0.0004091034,0.0001928045,0.0006784458],"category_scores_gemma":[0.002259089,0.0000499471,0.0001028073,0.0004916248,0.0002042701,0.00007643238,0.0001326941,0.0004145407,2.674213e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001009019,"about_ca_system_score_gemma":0.002382054,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001391924,"about_ca_topic_score_gemma":0.003322836,"domain_scores_codex":[0.9984322,0.0001936154,0.0007189531,0.0001430633,0.0003081695,0.000204053],"domain_scores_gemma":[0.9956171,0.002597403,0.0004063352,0.0001783168,0.001143661,0.00005719075],"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":[0.009293041,0.004009028,0.1665813,0.00171167,0.001258659,0.00009479684,0.0006376077,0.0004839182,0.007578128,0.1633721,0.02108746,0.6238923],"study_design_scores_gemma":[0.003106635,0.002056672,0.9781204,0.00002947876,0.0001695026,0.00003063106,0.001058895,0.0007588246,0.0004893501,0.009762455,0.004374166,0.0000430029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8500999,0.009183672,0.002947584,0.09358563,0.0007990276,0.001785471,0.0002095048,0.00001135863,0.04137784],"genre_scores_gemma":[0.9979756,0.0005277863,0.0007396114,0.0004629552,0.0001498724,0.00002932845,0.0000104172,0.000005098248,0.00009937159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8115391,"threshold_uncertainty_score":0.7428506,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2284993392","doi":"10.3802/jgo.2015.26.4.243","title":"Who should be offered non-radical surgery for early-stage cervical cancer?","year":2015,"lang":"en","type":"letter","venue":"Journal of Gynecologic Oncology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Medicine; Trachelectomy; Cervical cancer; Radical Hysterectomy; Radical surgery; Stage (stratigraphy); Hysterectomy; Cancer; Lymph node; Surgery; Cervix; Parametrial; Gynecology; Internal medicine","authors":[{"name":"Geneviève Bouchard‐Fortier","is_ca":true},{"name":"Allan Covens","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.148884857937149,"gpt":0.3901333814077915,"spread":0.2412485234706425,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001626453,0.0006356863,0.004176774,0.0007644212,0.0001087444,0.00003634467,0.0005058714,0.003413331,0.002762936],"category_scores_gemma":[0.002959009,0.0004285535,0.001475306,0.000471211,0.0003409522,0.0001125654,0.0001333115,0.003819559,0.0000264346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003298493,"about_ca_system_score_gemma":0.004933238,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002073041,"about_ca_topic_score_gemma":0.0001153535,"domain_scores_codex":[0.9949678,0.0004347107,0.001864397,0.0005633786,0.001124818,0.001044892],"domain_scores_gemma":[0.989291,0.006588555,0.001873813,0.0003958824,0.001176125,0.0006746684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003495237,0.0006580927,0.01036669,0.0004996957,0.001345751,0.008133188,0.00006800033,0.000003527955,0.00002419562,0.000005474594,0.9615434,0.01385679],"study_design_scores_gemma":[0.009711343,0.01197383,0.01735057,0.0002159656,0.001855673,0.000540698,0.00003769294,0.00001654275,0.00006038153,0.0003738832,0.9574869,0.0003765527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0579836,0.002267168,0.0001008289,0.9263341,0.007712191,0.001488812,0.0003864943,0.00004598899,0.003680841],"genre_scores_gemma":[0.02706289,0.002234598,0.001620137,0.9276677,0.02745678,0.0003723952,0.0002941464,0.0001741919,0.0131172],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0309207,"threshold_uncertainty_score":0.9998167,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973770393","doi":"10.3802/jgo.2010.21.1.1","title":"Global cooperation in gynecologic cancer","year":2010,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Cervical cancer; Breast cancer; General surgery; Cancer; Family medicine; Gynecology; Internal medicine","authors":[{"name":"Edward L. Trimble","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03013817622664646,"gpt":0.4305793481103474,"spread":0.4004411718837009,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001146945,0.0001257173,0.0006165514,0.0001805643,0.00005394576,0.00001573009,0.0002049371,0.0004141167,0.01698601],"category_scores_gemma":[0.002162845,0.000087166,0.0001300089,0.0004532665,0.0001723572,0.0001048599,0.00006641435,0.001060871,0.00003522111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001032119,"about_ca_system_score_gemma":0.00188863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008845908,"about_ca_topic_score_gemma":0.009166288,"domain_scores_codex":[0.9983971,0.0001452722,0.0006254579,0.0001755511,0.0002769497,0.0003797201],"domain_scores_gemma":[0.9982222,0.0004926663,0.0002560421,0.0001397401,0.0006436807,0.0002457025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001556167,0.00149959,0.5985895,0.00005260374,0.00008186455,0.001597973,0.0000950347,0.0001588657,0.005727128,0.001628555,0.009249348,0.3797634],"study_design_scores_gemma":[0.004208037,0.004553993,0.9176648,0.000006231576,0.0000554967,0.0005804021,0.00009044164,0.0001682601,0.0001838667,0.001145949,0.07125048,0.00009202304],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9405482,0.0004414457,0.00003479792,0.01018679,0.001782639,0.0002906579,0.000004618738,0.00001273666,0.04669805],"genre_scores_gemma":[0.9952289,0.0005474132,0.0009507277,0.00238316,0.0006001338,0.00002476866,0.000002220984,0.000006851696,0.0002558443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3796714,"threshold_uncertainty_score":0.9839126,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1999009260","doi":"10.3802/jgo.2009.20.4.213","title":"KGOG's &amp; KSGOC's Symposium, Nov. 12-13, 2009","year":2009,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Gynecologic oncology; Clinical trial; Session (web analytics); Gynecology; Oncology; Family medicine; Internal medicine","authors":[{"name":"Hyun Hoon Chung","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03169229107742382,"gpt":0.3352398995627405,"spread":0.3035476084853167,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006952267,0.00023956,0.001061243,0.000262302,0.00009032805,0.00002132449,0.0001797686,0.0003467494,0.001669302],"category_scores_gemma":[0.0003597047,0.0001656226,0.0003653787,0.0001875386,0.0000912737,0.0001155865,0.00003103169,0.000531833,0.000177659],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015994,"about_ca_system_score_gemma":0.0007686577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001295791,"about_ca_topic_score_gemma":0.00009259317,"domain_scores_codex":[0.9979597,0.0001440129,0.0008842997,0.0002510118,0.0003184437,0.0004425187],"domain_scores_gemma":[0.9977998,0.0004840608,0.0007626815,0.0002913942,0.0003105102,0.0003516003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002779854,0.01991577,0.1123846,0.00007359855,0.001407455,0.01108119,0.0008271583,0.0003389911,0.01014326,0.00184162,0.4359331,0.4032734],"study_design_scores_gemma":[0.007125836,0.02482299,0.3618293,0.00007454256,0.0006297569,0.003094311,0.00007541124,0.000008100273,0.0003900107,0.001398189,0.6003741,0.0001774754],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7745398,0.002966724,0.0001866191,0.1285272,0.002634013,0.0006463886,0.00001064978,0.00006070253,0.09042799],"genre_scores_gemma":[0.9773944,0.002498825,0.006278242,0.01038987,0.001070592,0.00001109123,0.000007137447,0.00001655182,0.002333285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4030959,"threshold_uncertainty_score":0.9992433,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386106724","doi":"10.3802/jgo.2023.34.e88","title":"Closing the gap for cervical cancer research in Vietnam: current perspectives and future opportunities: a report from the 5th Gynecologic Cancer InterGroup (GCIG) Cervical Cancer Research Network (CCRN) Education Symposium","year":2023,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Gynecologic cancer; Medicine; Cervical cancer; Closing (real estate); Cancer; Oncology; Internal medicine; Ovarian cancer","authors":[{"name":"Ngoc Phan","is_ca":false},{"name":"Quy T. Tran","is_ca":false},{"name":"Nhan P. T. Nguyen","is_ca":false},{"name":"Hang Thu Nguyen","is_ca":false},{"name":"Linh D.N. Tran","is_ca":false},{"name":"Viet C. Pham","is_ca":false},{"name":"Katherine Bennett","is_ca":false},{"name":"Adriana Chávez-Blanco","is_ca":false},{"name":"Marie Plante","is_ca":true},{"name":"Dong Hoon Suh","is_ca":false},{"name":"Remi A. Nout","is_ca":false},{"name":"David S.P. Tan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1926091687773116,"gpt":0.5377957728204302,"spread":0.3451866040431186,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.009744448,0.0003063144,0.001022493,0.0004192185,0.001049339,0.00005848056,0.0007037409,0.000675394,0.0008872117],"category_scores_gemma":[0.001341112,0.0001664733,0.000228389,0.001243082,0.001674598,0.0001931953,0.0003260515,0.003658427,0.000003932184],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003932787,"about_ca_system_score_gemma":0.006688835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000431745,"about_ca_topic_score_gemma":0.005905497,"domain_scores_codex":[0.9937388,0.00255287,0.001149787,0.0006356919,0.0007210893,0.001201737],"domain_scores_gemma":[0.9841741,0.01279389,0.0007246695,0.0004447284,0.001593859,0.0002687606],"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":[0.006939082,0.002456271,0.2195778,0.0003302389,0.0009969859,0.001624499,0.01862995,0.0008635004,0.0008255711,0.004492193,0.2738464,0.4694175],"study_design_scores_gemma":[0.002948009,0.003645729,0.2033809,0.0005307643,0.0002339176,0.0005776188,0.05327707,0.0004777432,0.0000131726,0.01329327,0.7213728,0.0002490558],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.568678,0.07935863,0.00005520432,0.3384627,0.01032737,0.001948816,0.00003686548,0.00003483534,0.001097579],"genre_scores_gemma":[0.6206143,0.3413879,0.001101402,0.005248747,0.02761954,0.002711911,0.00003257693,0.00007700147,0.001206602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4691685,"threshold_uncertainty_score":0.9998909,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4408009970","doi":"10.3802/jgo.2025.36.e60","title":"Cognitive deficit identified via pre-operative patient reported outcome measures is a predictor for post-operative health care utilization in gynecologic oncology patients","year":2025,"lang":"en","type":"article","venue":"Journal of Gynecologic Oncology","topic":"Intensive Care Unit Cognitive Disorders","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Sinai Health System; University of Toronto","funders":"","keywords":"Medicine; Gynecologic oncology; Cognition; Health care; Outcome (game theory); MEDLINE; Gynecologic cancer; Intensive care medicine; Patient-reported outcome; Oncology; Internal medicine; Emergency medicine; Cancer; Psychiatry; Quality of life (healthcare); Nursing; Ovarian cancer","authors":[{"name":"Aashna Saini","is_ca":false},{"name":"E. John Orav","is_ca":false},{"name":"Rachel Sisodia","is_ca":false},{"name":"Lauren Philp","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05635497442054797,"gpt":0.406434012427294,"spread":0.350079038006746,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00131645,0.0005515628,0.002267266,0.001319158,0.0003241971,0.00003297292,0.0002549552,0.000833543,0.0002524054],"category_scores_gemma":[0.0518729,0.0004436018,0.0005103034,0.0007686242,0.0004295572,0.0002604347,0.0001572491,0.001166601,0.000009872402],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005291976,"about_ca_system_score_gemma":0.005111864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007867198,"about_ca_topic_score_gemma":0.001418745,"domain_scores_codex":[0.9933675,0.0014953,0.003030634,0.0007432675,0.0005378939,0.0008253906],"domain_scores_gemma":[0.95951,0.003478884,0.002498023,0.000249887,0.03398883,0.0002743654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02214774,0.008563697,0.6686435,0.0006031368,0.002704924,0.001253904,0.0428631,0.0001093154,0.001284088,0.0002492444,0.01530322,0.2362741],"study_design_scores_gemma":[0.0264168,0.07781085,0.7849934,0.0005519837,0.001152957,0.0002090844,0.09706333,0.0001603517,0.001474774,0.0004636423,0.0091716,0.0005312369],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9739695,0.001276612,0.003975611,0.008353512,0.002695845,0.006265945,0.0002196442,0.0000479107,0.003195419],"genre_scores_gemma":[0.9420515,0.0001928688,0.0009865352,0.05568922,0.00007179989,0.000406859,0.000338732,0.00004030327,0.0002222226],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2357429,"threshold_uncertainty_score":0.9998016,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4386901193","doi":"10.3802/jgo.2023.34.e89","title":"Erratum: Closing the gap for cervical cancer research in Vietnam: current perspectives and future opportunities: a report from the 5th Gynecologic Cancer InterGroup (GCIG) Cervical Cancer Research Network (CCRN) Education Symposium","year":2023,"lang":"en","type":"erratum","venue":"Journal of Gynecologic Oncology","topic":"Economic and Financial Impacts of Cancer","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université Laval","funders":"","keywords":"Medicine; Gynecologic cancer; Closing (real estate); Cervical cancer; Cancer; Gerontology; Gynecology; Internal medicine; Ovarian cancer","authors":[{"name":"Ngoc Phan","is_ca":false},{"name":"Quy T. Tran","is_ca":false},{"name":"Nhan P. T. Nguyen","is_ca":false},{"name":"Hang Thu Nguyen","is_ca":false},{"name":"Linh D.N. Tran","is_ca":false},{"name":"Viet C. Pham","is_ca":false},{"name":"Katherine Bennett","is_ca":false},{"name":"Adriana Chávez-Blanco","is_ca":false},{"name":"Marie Plante","is_ca":true},{"name":"Fabrice Lécuru","is_ca":false},{"name":"Dong Hoon Suh","is_ca":false},{"name":"Remi A. Nout","is_ca":false},{"name":"David S.P. Tan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2155597581701038,"gpt":0.4348248433926212,"spread":0.2192650852225174,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.01359249,0.0006498915,0.002342788,0.0009056689,0.001192385,0.0004082708,0.001895235,0.001828618,0.001144741],"category_scores_gemma":[0.002075201,0.0004631898,0.0005339662,0.001148109,0.001346198,0.0004651649,0.0008191522,0.007602726,0.00002385304],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.00783045,"about_ca_system_score_gemma":0.009621881,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006054245,"about_ca_topic_score_gemma":0.0399687,"domain_scores_codex":[0.992307,0.001138653,0.00293401,0.00131031,0.0003827112,0.001927299],"domain_scores_gemma":[0.9883846,0.005506098,0.003262709,0.0007943395,0.001675206,0.00037702],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005654022,0.0004918865,0.01561844,0.0002184084,0.0004462955,0.0001331276,0.003910787,0.0001553712,0.000002427603,0.011367,0.9322884,0.03480248],"study_design_scores_gemma":[0.0009810078,0.001032808,0.06594419,0.0006130978,0.000111912,0.00005355227,0.0115555,0.0002244278,3.74189e-7,0.06343788,0.8555704,0.0004748426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.05811045,0.4581967,0.00004661002,0.2945575,0.1548667,0.003676525,0.001228061,0.00005138609,0.02926601],"genre_scores_gemma":[0.09439612,0.7920465,0.0002572841,0.003742809,0.0773957,0.004546331,0.0001844079,0.0002787567,0.02715203],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3338499,"threshold_uncertainty_score":0.999782,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}