{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":218,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":218,"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":"7b626f5ec93e","filters":{"venue":"International Journal of Gynecological Pathology"}},"results":[{"id":"W3020989840","doi":"10.1097/pgp.0b013e31826916c7","title":"The Lower Anogenital Squamous Terminology Standardization Project for HPV-associated Lesions","year":2012,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":569,"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; Standardization; Medicine; Consensus conference; Stakeholder; Professional association; Pathology; Family medicine; Political science; Public relations; Internal medicine","authors":[{"name":"Teresa M. Darragh","is_ca":false},{"name":"Terence J. Colgan","is_ca":true},{"name":"J. Thomas Cox","is_ca":true},{"name":"Debra S. Heller","is_ca":true},{"name":"Michael Henry","is_ca":true},{"name":"Ronald D. Luff","is_ca":true},{"name":"Timothy H. McCalmont","is_ca":true},{"name":"Ritu Nayar","is_ca":true},{"name":"Joel M. Palefsky","is_ca":true},{"name":"Mark H. Stoler","is_ca":true},{"name":"Edward J. Wilkinson","is_ca":true},{"name":"Richard J. Zaino","is_ca":true},{"name":"David C. Wilbur","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.059963136149154,"gpt":0.3956889632569616,"spread":0.3357258271078076,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1467523,0.001190141,0.001612027,0.01575287,0.004129575,0.007990171,0.008185424,0.0043367,0.008050506],"category_scores_gemma":[0.1975,0.001189594,0.0043336,0.01201378,0.003475001,0.007635674,0.009209775,0.01240398,0.006927069],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01070496,"about_ca_system_score_gemma":0.08031442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02338201,"about_ca_topic_score_gemma":0.01758518,"domain_scores_codex":[0.8875744,0.0491084,0.02522734,0.004296993,0.03102252,0.002770222],"domain_scores_gemma":[0.6881202,0.0458183,0.02479277,0.01870561,0.2132073,0.009355783],"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":[0.0002291718,0.0003452038,0.009167627,0.005521676,0.0001156457,0.0003476637,0.006445967,0.001297954,0.003157214,0.03044519,0.5693168,0.3736099],"study_design_scores_gemma":[0.00008732269,0.0002430637,0.01076245,0.009315469,0.0001758885,0.0005236978,0.003459166,0.001216289,0.002192846,0.009122289,0.9627692,0.0001323175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.02598094,0.0368728,0.361232,0.3270957,0.05576209,0.04843846,0.02636805,0.003696541,0.1145534],"genre_scores_gemma":[0.05553901,0.0297504,0.7327278,0.03864095,0.00540685,0.03715917,0.05949457,0.001925346,0.03935597],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.1467523,"threshold_uncertainty_score":0.7761093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2038083644","doi":"10.1097/pgp.0b013e3181c042b6","title":"Differences in Tumor Type in Low-stage Versus High-stage Ovarian Carcinomas","year":2010,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":399,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of Calgary; BC Cancer Agency; Foothills Medical Centre","funders":"","keywords":"Stage (stratigraphy); Ovarian carcinomas; Pathology; Biology; Ovary; Ovarian cancer; Medicine; Oncology; Cancer research; Ovarian carcinoma; Cancer; Internal medicine; Endocrinology","authors":[{"name":"Martin Köbel","is_ca":true},{"name":"Steve E. Kalloger","is_ca":true},{"name":"David G. Huntsman","is_ca":true},{"name":"Jennifer L. Santos","is_ca":true},{"name":"Kenneth D. Swenerton","is_ca":true},{"name":"Jeffrey D. Seidman","is_ca":true},{"name":"C. Blake Gilks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0330537442337692,"gpt":0.3126107838281396,"spread":0.2795570395943704,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007681766,0.0001282437,0.0003055006,0.002073851,0.000318956,0.0006409612,0.0002932951,0.0002930712,0.001241035],"category_scores_gemma":[0.002867372,0.0001831063,0.0002442619,0.0009816997,0.000409629,0.0003090553,0.0004150765,0.0001926859,0.0002666481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004430164,"about_ca_system_score_gemma":0.0003107343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005215914,"about_ca_topic_score_gemma":0.0148613,"domain_scores_codex":[0.9992507,0.0001877709,0.0001210896,0.0001136429,0.0001774459,0.0001492564],"domain_scores_gemma":[0.998324,0.0005153615,0.0004996053,0.0001281388,0.0002671215,0.0002657724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001648176,0.000008871875,0.9952368,0.00001420958,0.00001901537,0.0002631262,0.0001721334,0.00002769247,0.00196254,0.00001756459,0.00003463761,0.002078635],"study_design_scores_gemma":[0.00000293173,0.00002259352,0.9987496,0.000005560921,0.000007336302,0.0007153216,0.0001525341,0.00004360306,0.0001822515,0.00002407197,0.00009217615,0.000001983394],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989893,0.0003376301,0.00009136578,0.00001221153,0.000003043322,0.000006519789,0.00008968529,0.000003116408,0.0004670559],"genre_scores_gemma":[0.99934,0.0001475726,0.00009820822,0.00001449779,0.000004924813,0.000005377454,0.0001873164,0.000004339166,0.0001977389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005215914,"threshold_uncertainty_score":0.01037109,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2793707558","doi":"10.1097/pgp.0000000000000488","title":"Interpretation of P53 Immunohistochemistry in Endometrial Carcinomas: Toward Increased Reproducibility","year":2018,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":398,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of Calgary","funders":"National Cancer Institute","keywords":"Immunohistochemistry; Staining; Pathology; Serous fluid; Serous carcinoma; Carcinoma; Stain; Positive staining; Medicine; Biology; Internal medicine; Cancer; Ovarian cancer","authors":[{"name":"Martin Köbel","is_ca":true},{"name":"Brigitte M. Ronnett","is_ca":true},{"name":"Naveena Singh","is_ca":true},{"name":"Robert A. Soslow","is_ca":true},{"name":"C. Blake Gilks","is_ca":true},{"name":"W. Glenn McCluggage","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05066784311969689,"gpt":0.3711832513114455,"spread":0.3205154081917486,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005212863,0.0004636971,0.001108968,0.00396303,0.0003424684,0.001851072,0.001282895,0.001351475,0.001379032],"category_scores_gemma":[0.008105517,0.0003434491,0.0005693812,0.002201058,0.001464728,0.001854462,0.0009247288,0.001963972,0.001401884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000850716,"about_ca_system_score_gemma":0.001473568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001306024,"about_ca_topic_score_gemma":0.002042215,"domain_scores_codex":[0.9979141,0.0007635498,0.0003579821,0.00020316,0.0007050147,0.00005621238],"domain_scores_gemma":[0.9940376,0.00358039,0.0004137229,0.0001931365,0.001687029,0.0000880833],"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":[0.00005600754,0.00002607212,0.001513706,0.01979223,0.0001386151,0.001017274,0.0004371715,0.0002630937,0.003122182,0.004926046,0.01977017,0.9489375],"study_design_scores_gemma":[0.00001452666,0.00007660303,0.004813401,0.01367423,0.0002498086,0.01247206,0.0006362846,0.0002426626,0.002693227,0.00674972,0.9583175,0.00005992388],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004869558,0.9947049,0.0009272246,0.001657314,0.0004376945,0.000009426458,0.00002504433,0.0000124932,0.001739004],"genre_scores_gemma":[0.00377658,0.9917399,0.00261547,0.0007854698,0.0005345235,0.00001245624,0.00005040715,0.000009040736,0.0004762344],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005212863,"threshold_uncertainty_score":0.02756858,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W149550616","doi":"10.1097/00004347-200101000-00008","title":"IX. Dr. John Albertson Sampson","year":2001,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":392,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Obstetrics and gynaecology; General hospital; Medicine; Library science; Family medicine","authors":[{"name":"Philip B. Clement","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04132398030825801,"gpt":0.3654561882033265,"spread":0.3241322078950685,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006654311,0.0008057292,0.0004548013,0.001166182,0.0009936412,0.001290029,0.000529995,0.001339428,0.3324604],"category_scores_gemma":[0.002632077,0.0002892124,0.0002857592,0.0004218716,0.0003513972,0.0007824394,0.0009182868,0.002313796,0.1538655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008315718,"about_ca_system_score_gemma":0.001593243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003682454,"about_ca_topic_score_gemma":0.008883731,"domain_scores_codex":[0.9995939,0.00005135623,0.00002208151,0.0001056124,0.0001749929,0.00005198312],"domain_scores_gemma":[0.9984705,0.0001192799,0.00005418539,0.0000607663,0.000692227,0.0006029977],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"case_report","study_design_scores_codex":[0.00001877162,0.000009832462,0.0003400109,0.00005020444,0.000002132337,0.0001506008,0.00002650712,0.00001756933,0.0001170368,0.0005617633,0.9193285,0.07937703],"study_design_scores_gemma":[0.000004905422,0.00001345035,0.0005800732,0.0000700324,0.000002442952,0.0009010551,0.00005185174,0.00002387256,0.00004693904,0.0002527943,0.9980495,0.000003083695],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.002892281,0.07434488,0.00228298,0.225743,0.1367134,0.0002504505,0.001285871,0.0008747817,0.5556124],"genre_scores_gemma":[0.006983066,0.02247972,0.001089973,0.01629007,0.01215006,0.00005523043,0.0004399505,0.0001256977,0.9403862],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3324604,"threshold_uncertainty_score":0.9521642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2908657103","doi":"10.1097/pgp.0000000000000518","title":"Endometrial Carcinoma Diagnosis: Use of FIGO Grading and Genomic Subcategories in Clinical Practice: Recommendations of the International Society of Gynecological Pathologists","year":2018,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":317,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"National Cancer Institute","keywords":"Medicine; Grading (engineering); Carcinoma; Hysterectomy; Gynecology; Obstetrics and gynaecology; Endometrial cancer; Oncology; Obstetrics; Internal medicine; Cancer; Radiology; Pregnancy; Biology","authors":[{"name":"Robert A. Soslow","is_ca":true},{"name":"Carmen Tornos","is_ca":true},{"name":"Kay J. Park","is_ca":true},{"name":"Anaís Malpica","is_ca":true},{"name":"Xavier Matías‐Guiu","is_ca":true},{"name":"Esther Oliva","is_ca":true},{"name":"Vinita Parkash","is_ca":true},{"name":"Joseph W. Carlson","is_ca":true},{"name":"W. Glenn McCluggage","is_ca":true},{"name":"C. Blake Gilks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1929348745146542,"gpt":0.4457707869723491,"spread":0.2528359124576949,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01939378,0.001199447,0.002018644,0.006602845,0.001189182,0.002213974,0.003891779,0.00202602,0.001675225],"category_scores_gemma":[0.03333464,0.0004561902,0.001463946,0.004881295,0.001885951,0.002501561,0.001801734,0.003521974,0.001911507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002818603,"about_ca_system_score_gemma":0.008369155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01563031,"about_ca_topic_score_gemma":0.02241013,"domain_scores_codex":[0.9941332,0.002331374,0.001416869,0.0004346992,0.001461644,0.0002221826],"domain_scores_gemma":[0.9817461,0.003482449,0.001669521,0.000640046,0.01144434,0.001017569],"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":[0.0001505997,0.00009291481,0.03071241,0.006326331,0.0003085377,0.0005291007,0.0007349161,0.001103984,0.0008364171,0.005099086,0.218215,0.7358907],"study_design_scores_gemma":[0.0002870672,0.0004061798,0.07940061,0.03538704,0.001384411,0.00456055,0.00339012,0.005770812,0.001139935,0.02205476,0.8459042,0.0003142356],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01319388,0.6097596,0.05929736,0.2547103,0.01989971,0.001976432,0.00334316,0.001295204,0.03652451],"genre_scores_gemma":[0.1138756,0.5229136,0.2967605,0.03990369,0.008189598,0.003016437,0.008498745,0.0004020467,0.006439763],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01939378,"threshold_uncertainty_score":0.1025653,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2299201707","doi":"10.1097/pgp.0000000000000274","title":"An Immunohistochemical Algorithm for Ovarian Carcinoma Typing","year":2016,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":230,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true},"ca_institutions":"Centre Hospitalier de l’Université de Montréal; University of Calgary; Université de Montréal; University of Alberta; University of British Columbia; Alberta Health Services; University of Ottawa; Calgary Laboratory Services; Foothills Medical Centre","funders":"Canadian Institutes of Health Research; Cure Brain Cancer Foundation; University Health Network; Terry Fox Research Institute; Ontario Institute for Cancer Research; BC Cancer Agency; Calgary Laboratory Services","keywords":"Immunohistochemistry; Pathology; Typing; Carcinoma; Ovarian carcinoma; Medicine; Biology; Internal medicine; Ovarian cancer; Cancer; Genetics","authors":[{"name":"Martin Köbel","is_ca":true},{"name":"Kurosh Rahimi","is_ca":true},{"name":"Peter Rambau","is_ca":true},{"name":"Christopher Naugler","is_ca":true},{"name":"Cécile Le Page","is_ca":true},{"name":"Liliane Meunier","is_ca":true},{"name":"Manon de Ladurantaye","is_ca":true},{"name":"Sandra Lee","is_ca":true},{"name":"Samuel Leung","is_ca":true},{"name":"Ellen L. Goode","is_ca":true},{"name":"Susan J. Ramus","is_ca":true},{"name":"Joseph W. Carlson","is_ca":true},{"name":"Xiaodong Li","is_ca":true},{"name":"Carol A. Ewanowich","is_ca":true},{"name":"Linda E. Kelemen","is_ca":true},{"name":"Barbara C. Vanderhyden","is_ca":true},{"name":"Diane Provencher","is_ca":true},{"name":"David G. Huntsman","is_ca":true},{"name":"Cheng‐Han Lee","is_ca":true},{"name":"C. Blake Gilks","is_ca":true},{"name":"Anne‐Marie Mes‐Masson","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02193803236188791,"gpt":0.3277084716529505,"spread":0.3057704392910626,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003421197,0.001237948,0.001011394,0.002661728,0.001131031,0.002868349,0.002311901,0.001027211,0.007733671],"category_scores_gemma":[0.008727895,0.0007182929,0.001441911,0.001466626,0.0004751373,0.001095934,0.001692732,0.001584972,0.005445335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001491345,"about_ca_system_score_gemma":0.003054803,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007026416,"about_ca_topic_score_gemma":0.008148915,"domain_scores_codex":[0.998256,0.0003235302,0.0002222815,0.0004760836,0.0005772565,0.0001447393],"domain_scores_gemma":[0.9975018,0.0006278781,0.0001937068,0.0003334459,0.001263385,0.00007975091],"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":[0.0004330982,0.0001903072,0.02836519,0.0004053923,0.000242315,0.0004706189,0.000267315,0.06466595,0.01144964,0.01143723,0.0403656,0.8417075],"study_design_scores_gemma":[0.0001602856,0.0001347807,0.007630227,0.0001276556,0.0001420332,0.0009706737,0.0001463427,0.9040814,0.008405734,0.02621868,0.05191768,0.00006449923],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.006031541,0.0002527945,0.9832691,0.0003727801,0.0001224749,0.0007997584,0.0009888798,0.005206341,0.002956429],"genre_scores_gemma":[0.04412272,0.0001945454,0.9486288,0.0001682473,0.00005635016,0.0009972671,0.002434744,0.0003184355,0.003078901],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.007733671,"threshold_uncertainty_score":0.02587169,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2028017661","doi":"10.1097/01.pgp.0000092161.33490.a9","title":"Unusual Epithelial and Stromal Changes in Myoinvasive Endometrioid Adenocarcinoma: A Study of Their Frequency, Associated Diagnostic Problems, and Prognostic Significance","year":2003,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Victoria General Hospital","funders":"","keywords":"Stromal cell; Pathology; Medicine; Adenocarcinoma; Stage (stratigraphy); Pathological; Cancer; Internal medicine; Biology","authors":[{"name":"Shawn K. Murray","is_ca":true},{"name":"Robert H. Young","is_ca":true},{"name":"Robert E. Scully","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03445035660088926,"gpt":0.2839848288685062,"spread":0.249534472267617,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00076527,0.0002339234,0.0002492957,0.001750502,0.0003505689,0.0004360034,0.0002776686,0.0004418534,0.0006458086],"category_scores_gemma":[0.003581553,0.0002799282,0.0002392373,0.001323992,0.000501851,0.0004221931,0.0004411251,0.0002727375,0.0002160928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030911,"about_ca_system_score_gemma":0.0001614442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339866,"about_ca_topic_score_gemma":0.001552567,"domain_scores_codex":[0.9995435,0.0001382163,0.00007752815,0.00008743125,0.00007219833,0.00008100494],"domain_scores_gemma":[0.9971046,0.001327064,0.0008801786,0.0001999311,0.0002255301,0.0002627166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008828808,0.00002297383,0.9970739,0.000008638797,0.00001326213,0.000771786,0.00005385584,0.00002746132,0.0005082668,0.00001160726,0.00001739466,0.001402539],"study_design_scores_gemma":[0.000005337539,0.0001605958,0.9905958,0.000004536534,0.00002430858,0.008251233,0.0002226161,0.0002640319,0.000271048,0.00002348831,0.0001716572,0.000005407481],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992523,0.0004713644,0.00009710442,0.000007488461,0.000001397185,0.000004001234,0.00004304982,0.000002885121,0.000120365],"genre_scores_gemma":[0.9994543,0.0002173521,0.0001576272,0.000007345259,0.00000849237,0.000004215788,0.0001022776,0.000001143637,0.00004734198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001750502,"threshold_uncertainty_score":0.004047155,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2084148547","doi":"10.1097/pgp.0b013e31823b8831","title":"Validation of an Algorithm for the Diagnosis of Serous Tubal Intraepithelial Carcinoma","year":2012,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":163,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"National Cancer Institute","keywords":"Medicine; Algorithm; Serous fluid; Serous carcinoma; Medical diagnosis; Fallopian tube; Serous Cystadenoma; Gynecologic oncology; Pathology; Gynecology; Radiology; Oncology; Internal medicine; Ovarian cancer; Cancer; Computer science","authors":[{"name":"Russell Vang","is_ca":true},{"name":"Kala Visvanathan","is_ca":true},{"name":"Amy L. Gross","is_ca":true},{"name":"Emily C. Maambo","is_ca":true},{"name":"Mamta Gupta","is_ca":true},{"name":"Elisabetta Kuhn","is_ca":true},{"name":"Rose Fanghong Li","is_ca":true},{"name":"Brigitte M. Ronnett","is_ca":true},{"name":"Jeffrey D. Seidman","is_ca":true},{"name":"Anna Yemelyanova","is_ca":true},{"name":"Ie‐Ming Shih","is_ca":true},{"name":"Patricia A. Shaw","is_ca":true},{"name":"Robert A. Soslow","is_ca":true},{"name":"Robert J. Kurman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03613024821645671,"gpt":0.3316103950693447,"spread":0.295480146852888,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01463453,0.0008755018,0.00108065,0.004569316,0.001243485,0.00289163,0.002037392,0.001806588,0.001493046],"category_scores_gemma":[0.04135,0.00041884,0.0008549572,0.001305671,0.0005880873,0.001125005,0.00169976,0.001109468,0.0009395531],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001218266,"about_ca_system_score_gemma":0.002928636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003577469,"about_ca_topic_score_gemma":0.003560215,"domain_scores_codex":[0.9903395,0.003462736,0.001473189,0.001921881,0.002388801,0.0004138671],"domain_scores_gemma":[0.9753824,0.009644022,0.001696732,0.002137081,0.01048,0.0006597882],"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":[0.002271816,0.0007764907,0.4411597,0.0005147539,0.0005702639,0.0006961061,0.001084031,0.05828279,0.03286919,0.002111083,0.007863119,0.4518008],"study_design_scores_gemma":[0.0004035615,0.0006788097,0.1240401,0.0002523965,0.0003316721,0.001690473,0.0006142345,0.8314728,0.02833735,0.002856394,0.009195741,0.0001265605],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5849674,0.0009502412,0.4005722,0.0006103445,0.0003720785,0.002258303,0.001275851,0.003722423,0.005271097],"genre_scores_gemma":[0.5541548,0.0001847239,0.4414154,0.0001553247,0.00006603797,0.0009535736,0.002078699,0.0001836193,0.0008077072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01463453,"threshold_uncertainty_score":0.07739568,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2013008781","doi":"10.1097/pgp.0b013e3181cd6552","title":"High-Grade Endometrial Carcinoma: Serous and Grade 3 Endometrioid Carcinomas Have Different Immunophenotypes and Outcomes","year":2010,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of Calgary; University of British Columbia; Vancouver General Hospital","funders":"","keywords":"PTEN; Serous fluid; Carcinoma; Tensin; Clear cell carcinoma; Serous carcinoma; Clear cell; Immunohistochemistry; Medicine; Endometrial cancer; Univariate analysis; Immunophenotyping; Pathology; Estrogen receptor; Oncology; Internal medicine; Cancer research; Biology; Cancer; Breast cancer; Antigen; Ovarian cancer; Multivariate analysis; Immunology","authors":[{"name":"Abdulmohsen Alkushi","is_ca":true},{"name":"Martin Köbel","is_ca":true},{"name":"Steve E. Kalloger","is_ca":true},{"name":"C. Blake Gilks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02244492703227518,"gpt":0.2954724011987745,"spread":0.2730274741664994,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004452173,0.0001605428,0.000219201,0.0004888435,0.0002079945,0.0002852899,0.0001001551,0.0002168095,0.0007055548],"category_scores_gemma":[0.0006676819,0.00006021377,0.0002603058,0.0004725883,0.0002217771,0.0001584266,0.0003227656,0.0001026938,0.0001469435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001628562,"about_ca_system_score_gemma":0.000177765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008744118,"about_ca_topic_score_gemma":0.001355762,"domain_scores_codex":[0.9997901,0.00004473683,0.00003575525,0.00002931044,0.00005335672,0.00004668044],"domain_scores_gemma":[0.9995918,0.00008925433,0.0001464091,0.00003278727,0.00005404315,0.00008564502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003658627,0.00001926982,0.9892102,0.00003006319,0.00003840168,0.0002646867,0.00007820245,0.0000482482,0.005443232,0.00002499512,0.00002624522,0.00445054],"study_design_scores_gemma":[0.000008044327,0.0001574043,0.9967986,0.000004736933,0.00002768392,0.001674395,0.0001081761,0.00008394789,0.0008999172,0.0000367693,0.000197656,0.000002659313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991233,0.0003491885,0.0001695864,0.000006490684,0.000001451636,0.000009361323,0.00008394552,0.000002402962,0.0002542368],"genre_scores_gemma":[0.9994851,0.0001057623,0.0001347397,0.000008260264,0.000003053201,0.000005776061,0.0001685668,8.425878e-7,0.00008771603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008744118,"threshold_uncertainty_score":0.002360284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1969068003","doi":"10.1097/pgp.0b013e318251035b","title":"Endometrial Morphology After Treatment of Uterine Fibroids With the Selective Progesterone Receptor Modulator, Ulipristal Acetate","year":2012,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":157,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Ulipristal acetate; Endometrium; Atypia; Medicine; Endometrial Polyp; Endometrial hyperplasia; Hyperplasia; Progesterone receptor; Internal medicine; Uterine fibroids; Endocrinology; Selective estrogen receptor modulator; Gynecology; Urology; Pathology; Estrogen receptor; Cancer; Breast cancer","authors":[{"name":"Alistair Williams","is_ca":true},{"name":"Christine Bergeron","is_ca":true},{"name":"David H. Barlow","is_ca":true},{"name":"Alex Ferenczy","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01927868429067792,"gpt":0.3023003192296012,"spread":0.2830216349389232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006503583,0.0002366982,0.000733897,0.0003457615,0.000263085,0.000218958,0.0001519716,0.0003988599,0.0009742926],"category_scores_gemma":[0.001326391,0.0003003493,0.0005077113,0.0002577138,0.0002720529,0.0001955785,0.0001568667,0.0005293599,0.0002046318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002597163,"about_ca_system_score_gemma":0.0001513252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006115909,"about_ca_topic_score_gemma":0.001013392,"domain_scores_codex":[0.9995851,0.000208858,0.00003266726,0.00004527198,0.00007811071,0.00004992391],"domain_scores_gemma":[0.9994615,0.0001567673,0.00017591,0.0000648854,0.0000621132,0.00007895553],"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":[0.1511991,0.002060435,0.1664845,0.0006224388,0.0008465496,0.002787272,0.0006387291,0.000940094,0.4981143,0.00006510944,0.0008647867,0.1753765],"study_design_scores_gemma":[0.002420996,0.05537963,0.8897633,0.00002724474,0.0004227489,0.003675685,0.0001854655,0.0004587258,0.04455162,0.00005618429,0.003023349,0.00003503502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944359,0.003824811,0.0002712714,0.00005581237,0.00002932583,0.0001005496,0.000184973,0.00002300832,0.001074378],"genre_scores_gemma":[0.997327,0.0009718199,0.0004456888,0.00009773244,0.00002560727,0.00005781163,0.0002790725,0.00000709185,0.0007882401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009742926,"threshold_uncertainty_score":0.003439486,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1972807527","doi":"10.1097/pgp.0b013e3181f45f3e","title":"The Origin of Ovarian Carcinomas","year":2010,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"British Columbia Centre of Excellence for Women's Health; Child and Family Research Institute; University of British Columbia Hospital; University of British Columbia","funders":"","keywords":"Mesothelium; Epithelium; Biology; Fimbria; Oviduct; Transitional epithelium; Pathology; Ampulla; Neoplastic transformation; Malignant transformation; Anatomy; Cancer research; Carcinogenesis; Endocrinology; Cancer; Medicine; Genetics","authors":[{"name":"Nelly Auersperg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02217506944890591,"gpt":0.3191133405148342,"spread":0.2969382710659283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000340381,0.0001649179,0.0002768795,0.0009444238,0.0003785594,0.000770624,0.0002716395,0.0006778978,0.002277964],"category_scores_gemma":[0.001150537,0.0001903472,0.000254787,0.0004004845,0.0003953145,0.0004635162,0.0008618987,0.0006000581,0.0007815686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006342243,"about_ca_system_score_gemma":0.000298735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009385711,"about_ca_topic_score_gemma":0.0009267551,"domain_scores_codex":[0.9996377,0.00004595595,0.00002026008,0.00008278613,0.0001011682,0.000112132],"domain_scores_gemma":[0.9994759,0.0001327671,0.00008700721,0.00009745405,0.0001283939,0.00007843628],"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":[0.001611646,0.0001012778,0.319051,0.001773816,0.0001931329,0.02150453,0.003674578,0.0006431718,0.2638764,0.06121099,0.007193234,0.3191662],"study_design_scores_gemma":[0.0001291411,0.0003243181,0.4555314,0.0005459679,0.000236051,0.07535237,0.003273053,0.001379153,0.08847291,0.0192065,0.3554837,0.00006546739],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.828144,0.09106121,0.009184808,0.003524451,0.0006655036,0.0002166603,0.001095268,0.0002299976,0.06587821],"genre_scores_gemma":[0.9819056,0.01056695,0.001339717,0.0005214632,0.0002037878,0.00003805113,0.0003191605,0.00002273199,0.00508248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002277964,"threshold_uncertainty_score":0.007620573,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2018910751","doi":"10.1097/00004347-200007000-00001","title":"Uterine Adenomyomas Excluding Atypical Polypoid Adenomyomas and Adenomyomas of Endocervical Type: A Clinicopathologic Study of 30 Cases of an Underemphasized Lesion That May Cause Diagnostic Problems with Brief Consideration of Adenomyomas of Other Female Genital Tract Sites","year":2000,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometriosis Research and Treatment","field":"Medicine","cited_by":126,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver Hospital and Health Sciences Centre; University of British Columbia","funders":"","keywords":"Pathology; Cervix; Epithelium; Adenomyoma; Stroma; Endocervix; Hysterectomy; Endometrial Polyp; Medicine; Biology; Carcinoma; Endometrium; Cancer; Uterine cervix; Immunohistochemistry; Internal medicine","authors":[{"name":"C. Blake Gilks","is_ca":true},{"name":"Philip B. Clement","is_ca":true},{"name":"William R. Hart","is_ca":true},{"name":"Robert H. Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1268399045773786,"gpt":0.3943493279083127,"spread":0.2675094233309341,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005009422,0.0006230358,0.0003223667,0.001154952,0.0005937393,0.000491659,0.0004119891,0.0007267766,0.001330977],"category_scores_gemma":[0.004145133,0.0006313966,0.0003387239,0.0005850947,0.0009910001,0.0006412443,0.0006289048,0.000350237,0.000567439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323058,"about_ca_system_score_gemma":0.0002291409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000819704,"about_ca_topic_score_gemma":0.001210195,"domain_scores_codex":[0.9995309,0.00007943261,0.00007125633,0.00007113317,0.0001114785,0.000135801],"domain_scores_gemma":[0.9983143,0.000528789,0.0005355382,0.0001480041,0.0001068506,0.0003665058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003406225,0.00007957705,0.8671585,0.00008418159,0.0000551294,0.1166913,0.0009431057,0.0001814823,0.006873071,0.0001046751,0.0002732222,0.007215181],"study_design_scores_gemma":[0.00004416628,0.0004304486,0.5258715,0.00003010566,0.00004307928,0.4692113,0.0005312992,0.0004357019,0.001548731,0.0001123567,0.001717874,0.00002353428],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984414,0.0007223113,0.0001512858,0.00002271555,0.000006242877,0.00001626988,0.0000344543,0.000006624114,0.0005986521],"genre_scores_gemma":[0.9992306,0.0002697861,0.000160306,0.00002006239,0.00002956033,0.00001115283,0.00009009732,0.000002992991,0.0001854649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001330977,"threshold_uncertainty_score":0.004452527,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2012229186","doi":"10.1097/01.pgp.0000130446.84670.93","title":"Subclassification of Ovarian Surface Epithelial Tumors Based on Correlation of Histologic and Molecular Pathologic Data","year":2004,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":118,"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; Vancouver General Hospital","funders":"","keywords":"Serous fluid; Pathology; Clear cell; Ovarian carcinomas; Medicine; Epithelium; Immunohistochemistry; Serous carcinoma; Carcinoma; Ovarian carcinoma; Internal medicine; Cancer; Ovarian cancer","authors":[{"name":"C. Blake Gilks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07109296919576356,"gpt":0.3636983025216465,"spread":0.292605333325883,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004613461,0.0006073922,0.001425041,0.002401218,0.0001537768,0.0005998399,0.0007015798,0.0003793222,0.001125677],"category_scores_gemma":[0.0008536763,0.0001459275,0.0004012719,0.001574815,0.0002958358,0.0007791526,0.0002986433,0.0005940152,0.0008402458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004090809,"about_ca_system_score_gemma":0.0007550612,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001350849,"about_ca_topic_score_gemma":0.002047282,"domain_scores_codex":[0.9998006,0.00003764669,0.00003935647,0.00004468264,0.00006326093,0.00001447722],"domain_scores_gemma":[0.9997336,0.00009870295,0.00005888575,0.000009867033,0.00008232481,0.0000165773],"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":[0.00007198143,0.00003664054,0.002083651,0.007460192,0.00007318488,0.00053051,0.00004699707,0.0002649295,0.002486411,0.0008317934,0.006933576,0.97918],"study_design_scores_gemma":[0.00006630258,0.0003645172,0.03002415,0.01064326,0.0007829228,0.02593812,0.0004235194,0.0005096555,0.003793212,0.003817508,0.9235778,0.00005899712],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001162718,0.9969972,0.0003901998,0.0001746397,0.00009001098,0.00001350124,0.00003592727,0.0000104044,0.001125349],"genre_scores_gemma":[0.004318317,0.9939568,0.0009286911,0.0001083043,0.00008480246,0.00001476447,0.0001214148,0.000001612848,0.0004651671],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002401218,"threshold_uncertainty_score":0.003765702,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2053496544","doi":"10.1097/00004347-200210000-00011","title":"Histopathologic Features of Genetically Determined Ovarian Cancer","year":2002,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Toronto; University Health Network","funders":"National Cancer Institute","keywords":"Serous fluid; Ovarian cancer; Germline; Germline mutation; Ovarian carcinoma; Pathology; Grading (engineering); Oncology; Serous carcinoma; Medicine; Histology; Internal medicine; Biology; Cancer; Mutation; Gene; Genetics","authors":[{"name":"Patricia A. Shaw","is_ca":true},{"name":"Ronald P. Zweemer","is_ca":false},{"name":"Steven A. Narod","is_ca":false},{"name":"Harvey A. Risch","is_ca":false},{"name":"René H.M. Verheijen","is_ca":false},{"name":"Andy Ryan","is_ca":false},{"name":"Fred H. Menko","is_ca":false},{"name":"Peter Kenemans","is_ca":false},{"name":"Ian Jacobs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0310338554937766,"gpt":0.3088986220463099,"spread":0.2778647665525333,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003778314,0.0001555416,0.0001046443,0.001445076,0.000198518,0.000188619,0.0001485545,0.0001680343,0.0009024234],"category_scores_gemma":[0.001222632,0.0001122482,0.000133293,0.0003461952,0.0003275147,0.0001211168,0.0003194685,0.00009542465,0.0001641552],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591636,"about_ca_system_score_gemma":0.0001762729,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00111241,"about_ca_topic_score_gemma":0.002156663,"domain_scores_codex":[0.9998031,0.00003922797,0.00002284174,0.00002977751,0.00007349958,0.00003145587],"domain_scores_gemma":[0.999348,0.0001224541,0.0002586217,0.00006308773,0.0001010366,0.0001068192],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001343058,0.00001198074,0.9809685,0.00001473772,0.00001980461,0.002511602,0.0000895366,0.00006656352,0.01284443,0.00004557834,0.00006572928,0.003227258],"study_design_scores_gemma":[0.00000679303,0.00007067707,0.987157,0.000006079125,0.00001247264,0.01104844,0.0001333182,0.00008849103,0.00107849,0.00003333213,0.0003612964,0.000003637538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998226,0.0003189954,0.0002298977,0.00001547123,0.000003792172,0.00001402112,0.00009166142,0.000009476883,0.001090779],"genre_scores_gemma":[0.9992487,0.0001174757,0.000276099,0.00001308298,0.000004505733,0.000006827211,0.0001445261,0.000002197352,0.0001864821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001445076,"threshold_uncertainty_score":0.003018856,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1976711975","doi":"10.1097/00004347-200404000-00007","title":"Interpretation of p53 Immunoreactivity in Endometrial Carcinoma: Establishing a Clinically Relevant Cut-Off Level","year":2004,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Cancer-related Molecular Pathways","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Pathology; Carcinoma; Medicine; Interpretation (philosophy); Computer science","authors":[{"name":"Abdulmohsen Alkushi","is_ca":true},{"name":"Peter Lim","is_ca":false},{"name":"Andrew J. Coldman","is_ca":false},{"name":"David Huntsman","is_ca":false},{"name":"Dianne Miller","is_ca":false},{"name":"C. Blake Gilks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03716651988841575,"gpt":0.3293049228599086,"spread":0.2921384029714928,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01138924,0.0007728084,0.001275713,0.003765228,0.0009767296,0.001874286,0.001142479,0.001470656,0.0007110785],"category_scores_gemma":[0.02548033,0.0003575365,0.0004366265,0.001322697,0.001118727,0.0006300792,0.001238998,0.0008340644,0.0004350606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006787669,"about_ca_system_score_gemma":0.0006885458,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008806239,"about_ca_topic_score_gemma":0.001204224,"domain_scores_codex":[0.9940912,0.003016007,0.00104989,0.0004215292,0.001073249,0.0003481565],"domain_scores_gemma":[0.9877688,0.007662456,0.001537984,0.0004978139,0.001952461,0.0005804968],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002356423,0.000225444,0.9075321,0.000395277,0.00008364133,0.001957098,0.0007587447,0.0005706098,0.03584475,0.0005020461,0.000953337,0.04882051],"study_design_scores_gemma":[0.0002173136,0.002469678,0.9502533,0.0002899425,0.0002486971,0.007573662,0.002258212,0.009510356,0.02034288,0.002972108,0.003784418,0.00007942729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9740227,0.007074696,0.01279996,0.0007293537,0.0001467904,0.0002345587,0.000195501,0.0001723192,0.004624183],"genre_scores_gemma":[0.9836577,0.0005714376,0.01496213,0.0001798536,0.00006779127,0.0001369837,0.0002515292,0.00001943338,0.0001531104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01138924,"threshold_uncertainty_score":0.06023276,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2003316949","doi":"10.1097/00004347-200001000-00006","title":"The Pathology of Uterine Smooth Muscle Tumors and Mixed Endometrial Stromal-Smooth Muscle Tumors: A Selective Review with Emphasis on Recent Advances","year":2000,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; Vancouver Hospital and Health Sciences Centre; University of British Columbia Hospital","funders":"","keywords":"Leiomyosarcoma; Smooth Muscle Tumor; Leiomyoma; Pathology; Stromal cell; Smooth muscle; Medicine; Anatomical pathology; Immunohistochemistry; Internal medicine","authors":[{"name":"Philip B. Clement","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03311963865776186,"gpt":0.3515296201464709,"spread":0.318409981488709,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003324584,0.0007146015,0.00100108,0.002293137,0.0002335412,0.0005774821,0.0005458247,0.0007018393,0.00259898],"category_scores_gemma":[0.000625456,0.0002020375,0.0003226071,0.002194931,0.0003069548,0.001141963,0.0003061958,0.0004929319,0.001832384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003037138,"about_ca_system_score_gemma":0.0006298537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008923796,"about_ca_topic_score_gemma":0.00199984,"domain_scores_codex":[0.9998373,0.000031286,0.0000312489,0.0000251943,0.00005818409,0.00001687396],"domain_scores_gemma":[0.9996874,0.0001507979,0.00005982753,0.000009280307,0.00006805958,0.00002466907],"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":[0.00006897989,0.00006000759,0.001356099,0.01124456,0.0001064704,0.004476222,0.000126529,0.0003383579,0.006277416,0.0007219121,0.0183686,0.956855],"study_design_scores_gemma":[0.00002899716,0.0002806389,0.01097903,0.006559205,0.0004010152,0.0610473,0.0004320474,0.0002593424,0.002537128,0.001609456,0.9158193,0.00004664908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009790435,0.9966132,0.0002721663,0.0001947589,0.0002562788,0.000005132104,0.00001354838,0.00001163562,0.001654297],"genre_scores_gemma":[0.002827105,0.9949841,0.0005093712,0.0001775057,0.0004072128,0.000006970445,0.00002978647,0.000001558179,0.001056306],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00259898,"threshold_uncertainty_score":0.00869441,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061945206","doi":"10.1097/pgp.0b013e31822ea955","title":"Frequency of Serous Tubal Intraepithelial Carcinoma in Various Gynecologic Malignancies","year":2012,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"","keywords":"Serous carcinoma; Medicine; Serous fluid; Pathology; Fallopian tube; Carcinoma; Ovarian carcinoma; Gynecology; Internal medicine; Ovarian cancer; Cancer","authors":[{"name":"Shangguo Tang","is_ca":true},{"name":"Kazu Onuma","is_ca":true},{"name":"Pratima Deb","is_ca":true},{"name":"Eric W. Wang","is_ca":true},{"name":"Alice Lytwyn","is_ca":true},{"name":"Monalisa Sur","is_ca":true},{"name":"Dean Daya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02188912222781444,"gpt":0.2937841574317159,"spread":0.2718950352039015,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006631773,0.0001075808,0.0002152373,0.002077963,0.0003471376,0.0004231441,0.000317748,0.0004431367,0.0009509121],"category_scores_gemma":[0.003948991,0.0001722723,0.0001876308,0.001448341,0.0004361024,0.0003976103,0.0003872946,0.0002054793,0.0001771999],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003271842,"about_ca_system_score_gemma":0.0001811958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001620608,"about_ca_topic_score_gemma":0.002341895,"domain_scores_codex":[0.9995166,0.0001367117,0.00007835716,0.00008024564,0.0001211765,0.00006691749],"domain_scores_gemma":[0.9978924,0.0006266263,0.000904141,0.000178957,0.0001932689,0.0002045286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005074257,0.00000512383,0.9968674,0.00001203885,0.00000913561,0.000284774,0.00005095113,0.00002885179,0.0003821885,0.00001651424,0.00005073362,0.00224153],"study_design_scores_gemma":[0.000002468109,0.00003392342,0.9963625,0.000008036154,0.00001296468,0.002844872,0.0001041454,0.0001315682,0.000223517,0.00002307315,0.000250041,0.00000292527],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974136,0.001424283,0.0001043902,0.00003759988,0.000006483546,0.000007813373,0.0001862118,0.00001024342,0.0008093871],"genre_scores_gemma":[0.9992274,0.0004247607,0.0001157365,0.00001331527,0.00001346043,0.000005290087,0.0001409666,0.000001703386,0.00005739119],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002077963,"threshold_uncertainty_score":0.003507257,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2317493647","doi":"10.1097/pgp.0000000000000263","title":"p16 Immunostaining Allows for Accurate Subclassification of Vulvar Squamous Cell Carcinoma Into HPV-Associated and HPV-Independent Cases","year":2015,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":92,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Pathology; H&E stain; Immunohistochemistry; Vulvar intraepithelial neoplasia; Immunostaining; Squamous intraepithelial lesion; Intraepithelial neoplasia; Concordance; Vulvar Diseases; Carcinoma in situ; Carcinoma; Vulvar cancer; Anatomical pathology; Medicine; Biology; Vulva; Cancer; Cervical intraepithelial neoplasia; Internal medicine; Cervical cancer; Prostate","authors":[{"name":"Angela Cheng","is_ca":true},{"name":"Anthony N. Karnezis","is_ca":true},{"name":"Suzanne Jordan","is_ca":true},{"name":"Naveena Singh","is_ca":true},{"name":"Jessica N. McAlpine","is_ca":true},{"name":"C. Blake Gilks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0785429387953548,"gpt":0.3682464187763893,"spread":0.2897034799810345,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002358276,0.0004249565,0.0003361736,0.001474445,0.0002595464,0.0007445673,0.0004482466,0.0004547379,0.001278281],"category_scores_gemma":[0.006258465,0.000292337,0.0002905781,0.0004349648,0.000427459,0.0007404869,0.0006295078,0.000276288,0.0007251803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002150899,"about_ca_system_score_gemma":0.0002175784,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006972615,"about_ca_topic_score_gemma":0.001749131,"domain_scores_codex":[0.9987275,0.0003645679,0.0002578439,0.0002661952,0.0002571355,0.0001267359],"domain_scores_gemma":[0.9979096,0.0008709467,0.0003841057,0.0004069881,0.0002932728,0.0001350462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000437189,0.00003848986,0.9432911,0.00008698651,0.00006876713,0.0005242777,0.0001591396,0.0002262082,0.0206988,0.00006566556,0.00008765295,0.03431581],"study_design_scores_gemma":[0.00002688916,0.0003238774,0.9725177,0.00006566566,0.0001397471,0.008363757,0.0003895544,0.002444814,0.0139568,0.0002606342,0.001497121,0.00001343168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943197,0.001988512,0.002526214,0.00003008783,0.00001762645,0.00003406437,0.00006778225,0.00003305684,0.0009829336],"genre_scores_gemma":[0.9971259,0.0005804657,0.001908804,0.00001163416,0.00002187849,0.00001356419,0.0001336643,0.00001021776,0.0001938949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002358276,"threshold_uncertainty_score":0.01247191,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2029627950","doi":"10.1097/00004347-200201000-00009","title":"Epithelioid Endometrial and Endometrioid Stromal Tumors: A Report of Four Cases Emphasizing Their Distinction from Epithelioid Smooth Muscle Tumors and Other Oxyphilic Uterine and Extrauterine Tumors","year":2002,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Uterine Myomas and Treatments","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Pathology; Stromal cell; Epithelioid cell; Smooth Muscle Tumor; Medicine; Smooth muscle; Uterus; Biology; Immunohistochemistry; Internal medicine","authors":[{"name":"Esther Oliva","is_ca":true},{"name":"Philip B. Clement","is_ca":true},{"name":"Robert H. Young","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04709226131738521,"gpt":0.2972372409050538,"spread":0.2501449795876686,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005073638,0.00227987,0.0005589664,0.002085564,0.001275301,0.001036953,0.001192374,0.001757658,0.001582511],"category_scores_gemma":[0.005007112,0.001328485,0.0005451594,0.001254538,0.002041972,0.0007347818,0.001396879,0.001050745,0.00102139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767777,"about_ca_system_score_gemma":0.0004507077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386177,"about_ca_topic_score_gemma":0.001299383,"domain_scores_codex":[0.9991893,0.0001158569,0.000149122,0.0001431245,0.0001486265,0.0002538744],"domain_scores_gemma":[0.9982963,0.0004882009,0.0005336405,0.0002234744,0.0001238628,0.0003345189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0002888372,0.0001582218,0.2002274,0.0001832804,0.00007974898,0.7773597,0.001516909,0.0003307477,0.008749717,0.000215883,0.0004370288,0.01045243],"study_design_scores_gemma":[0.0000456669,0.0002512741,0.05169412,0.00003491246,0.00004953782,0.9419574,0.0006340067,0.000296169,0.002589277,0.0001611647,0.002259364,0.000027168],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9942448,0.002028022,0.001230098,0.00007745858,0.00005150179,0.00007158222,0.0000671979,0.00005135073,0.002178014],"genre_scores_gemma":[0.9973111,0.000721117,0.0009685504,0.00006597766,0.00007159246,0.00004911931,0.0001116017,0.00001128419,0.0006897391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00227987,"threshold_uncertainty_score":0.005294025,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2039612621","doi":"10.1097/pgp.0b013e31815c24fe","title":"A Practical Approach to Intraoperative Consultation in Gynecological Pathology","year":2008,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":90,"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":"Medicine; Frozen section procedure; Malignancy; Cervix; Biopsy; Germ cell tumors; Pathology; Radiology; Carcinoma; Gynecology; Surgery; Cancer; Internal medicine","authors":[{"name":"Patricia M. Baker","is_ca":true},{"name":"Esther Oliva","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1140524491445354,"gpt":0.432342829390479,"spread":0.3182903802459436,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005838707,0.001184216,0.0006941269,0.002400992,0.001445829,0.002751444,0.001787469,0.004488868,0.03182292],"category_scores_gemma":[0.01584074,0.0006898943,0.001270371,0.001097872,0.002127799,0.005123058,0.00493754,0.006381127,0.01597525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009384415,"about_ca_system_score_gemma":0.003781998,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001084247,"about_ca_topic_score_gemma":0.00343797,"domain_scores_codex":[0.9958113,0.002253227,0.0003979859,0.0003034419,0.001004142,0.0002298498],"domain_scores_gemma":[0.992152,0.003765705,0.000512897,0.000642285,0.002075213,0.0008517682],"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":[0.0001543361,0.0002501839,0.002518375,0.003080993,0.00005138076,0.01175797,0.002522065,0.0005196194,0.005158905,0.01187071,0.2041379,0.7579775],"study_design_scores_gemma":[0.00007768466,0.0002167483,0.003772919,0.004507028,0.00005995716,0.05926438,0.002836259,0.0004880994,0.00119876,0.02103502,0.9063933,0.0001500161],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"review","genre_scores_codex":[0.0119436,0.2179802,0.2984558,0.1734748,0.03794458,0.001875879,0.0005163145,0.00501845,0.2527904],"genre_scores_gemma":[0.08447014,0.2156394,0.4724797,0.1187511,0.03399692,0.002228964,0.001037726,0.001174555,0.07022157],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03182292,"threshold_uncertainty_score":0.1064582,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2025455201","doi":"10.1097/00004347-200301000-00008","title":"Advanced-Stage Serous Borderline Tumors of the Ovary: A Clinicopathological Study of 49 Cases","year":2003,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Victoria General Hospital; BC Cancer Agency","funders":"","keywords":"Serous fluid; Stage (stratigraphy); Pathological; Medicine; Pathology; Cancer; Clear cell; Disease; Ovary; Surgical pathology; Clinical significance; Ovarian cancer; Internal medicine; Serous cystadenocarcinoma; Oncology; Immunohistochemistry; Biology","authors":[{"name":"C. Blake Gilks","is_ca":true},{"name":"Abdulmohsen Alkushi","is_ca":true},{"name":"Jenice J. W. Yue","is_ca":true},{"name":"Dominique Lanvin","is_ca":true},{"name":"Thomas Ehlen","is_ca":true},{"name":"Dianne Miller","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03928780346303631,"gpt":0.3557919894087496,"spread":0.3165041859457133,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003985007,0.0003370209,0.0002976104,0.00134209,0.0006182392,0.0004849163,0.0003343398,0.0003654771,0.001107904],"category_scores_gemma":[0.002181367,0.00036564,0.0002241266,0.0009095347,0.0006157198,0.0002468242,0.0004739132,0.0002255047,0.0002766982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423839,"about_ca_system_score_gemma":0.0002608305,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002246291,"about_ca_topic_score_gemma":0.002295653,"domain_scores_codex":[0.9996279,0.00007221386,0.00004986044,0.00006976649,0.0000984451,0.00008177653],"domain_scores_gemma":[0.9990946,0.0002576486,0.0002771876,0.00008094046,0.00006684574,0.0002228623],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001826285,0.00005967501,0.9628284,0.0000554029,0.0000280584,0.02786718,0.000827843,0.00009070157,0.001471346,0.0000514369,0.0002097174,0.006327466],"study_design_scores_gemma":[0.00005162334,0.000363173,0.8929104,0.00003847507,0.00003026794,0.1030022,0.0009911861,0.0003241434,0.0003328224,0.000111019,0.001827499,0.0000171453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987496,0.0006296695,0.0001329118,0.00001452341,0.000003956793,0.00001958963,0.00005364485,0.000003228448,0.0003928648],"genre_scores_gemma":[0.9992737,0.0003196078,0.0001317187,0.00001348007,0.00001256848,0.00001334787,0.0001300396,0.000001582528,0.0001038687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002246291,"threshold_uncertainty_score":0.004466474,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2077049491","doi":"10.1097/pgp.0b013e3182630d8c","title":"Characterization of Androgenetic/Biparental Mosaic/Chimeric Conceptions, Including Those With a Molar Component","year":2013,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Gestational Trophoblastic Disease Studies","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Cancer Care Ontario; Juravinski Cancer Centre","funders":"","keywords":"Biology; Cytotrophoblast; Chorionic villi; Fluorescence in situ hybridization; Partial Hydatidiform Mole; Pathology; Hyperplasia; Immunohistochemistry; Genotyping; Microdissection; Products of conception; Ploidy; Genetics; Placenta; Pregnancy; Genotype; Medicine; Immunology; Fetus; Chromosome; Gene; Endocrinology; Abortion","authors":[{"name":"Gloria H. Lewis","is_ca":true},{"name":"Cheryl DeScipio","is_ca":true},{"name":"Kathleen M. Murphy","is_ca":true},{"name":"Lisa Haley","is_ca":true},{"name":"Katie Beierl","is_ca":true},{"name":"Stacy Mosier","is_ca":true},{"name":"Sharon Tandy","is_ca":true},{"name":"Debra S. Cohen","is_ca":true},{"name":"Alice Lytwyn","is_ca":true},{"name":"Laurie Elit","is_ca":true},{"name":"Russell Vang","is_ca":true},{"name":"Brigitte M. Ronnett","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02673100967196577,"gpt":0.2975978960797677,"spread":0.2708668864078019,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005847806,0.000221651,0.0001871314,0.001391964,0.0003340403,0.0002835312,0.0002275256,0.0001734398,0.001109843],"category_scores_gemma":[0.0009714646,0.0001699714,0.0002037958,0.0003199891,0.0004500433,0.000141632,0.000321095,0.000199033,0.0001059528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002155158,"about_ca_system_score_gemma":0.000226353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00075628,"about_ca_topic_score_gemma":0.0009559637,"domain_scores_codex":[0.9997539,0.00004195648,0.00001808881,0.00006413714,0.00007639491,0.00004551497],"domain_scores_gemma":[0.9994942,0.000132228,0.0001919851,0.00006501226,0.00002871526,0.00008790448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007810691,0.00008070161,0.7563704,0.00009572237,0.0001479114,0.0266358,0.001148486,0.0003970019,0.1818597,0.0008871131,0.0002276857,0.03136851],"study_design_scores_gemma":[0.0000199877,0.0004659677,0.836252,0.00001693788,0.0000895866,0.1313211,0.0006872768,0.0007633496,0.02724903,0.0003386654,0.00277629,0.00001962733],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986376,0.0003661016,0.000533292,0.000009009061,0.000002034803,0.0000118966,0.0000458516,0.00000932024,0.0003848565],"genre_scores_gemma":[0.9986303,0.0002057904,0.0008425789,0.000007627199,0.000003843299,0.000005643081,0.0001101113,0.000005174373,0.0001888918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001391964,"threshold_uncertainty_score":0.003712773,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2904775791","doi":"10.1097/pgp.0000000000000512","title":"Issues in the Differential Diagnosis of Uterine Low-grade Endometrioid Carcinoma, Including Mixed Endometrial Carcinomas: Recommendations from the International Society of Gynecological Pathologists","year":2018,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Carcinosarcoma; Carcinoma; Medicine; Serous carcinoma; Clear cell carcinoma; Endometrial hyperplasia; Pathology; Clear cell; Differential diagnosis; Gynecology; Internal medicine; Cancer","authors":[{"name":"Joseph T. Rabban","is_ca":true},{"name":"C. Blake Gilks","is_ca":true},{"name":"Anaís Malpica","is_ca":true},{"name":"Xavier Matías‐Guiu","is_ca":true},{"name":"Khush Mittal","is_ca":true},{"name":"George L. Mutter","is_ca":true},{"name":"Esther Oliva","is_ca":true},{"name":"Vinita Parkash","is_ca":true},{"name":"Brigitte M. Ronnett","is_ca":true},{"name":"Paul N. Staats","is_ca":true},{"name":"Colin J.R. Stewart","is_ca":true},{"name":"W. Glenn McCluggage","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.07225953743546304,"gpt":0.3663184060237082,"spread":0.2940588685882451,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03726269,0.001469435,0.00218131,0.006039636,0.003562296,0.004264837,0.004315872,0.01026513,0.001628273],"category_scores_gemma":[0.05645346,0.00128798,0.001659323,0.002325527,0.00677565,0.006942668,0.004434715,0.01444961,0.002466356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001967136,"about_ca_system_score_gemma":0.009978297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006028374,"about_ca_topic_score_gemma":0.01629792,"domain_scores_codex":[0.9787886,0.009198603,0.005031663,0.0008346021,0.005308397,0.00083812],"domain_scores_gemma":[0.9322703,0.02225548,0.004741355,0.002375642,0.03416298,0.004194224],"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":[0.0002696042,0.0004556387,0.03544625,0.002926039,0.0001446118,0.01064297,0.003291162,0.001489562,0.004925555,0.01025196,0.3874334,0.5427234],"study_design_scores_gemma":[0.0003157702,0.0005629684,0.03272747,0.01352927,0.0004892657,0.05752281,0.01717768,0.005084427,0.003055086,0.0551085,0.8139326,0.0004942523],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.01233285,0.07725536,0.03959141,0.8269224,0.01981445,0.0009544553,0.0003315733,0.0007050329,0.02209244],"genre_scores_gemma":[0.1230802,0.1201844,0.5175148,0.176916,0.046312,0.002312816,0.001364391,0.0004186737,0.01189672],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.03726269,"threshold_uncertainty_score":0.1970663,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2030813163","doi":"10.1097/pgp.0b013e3182230d00","title":"Pathologic Scoring of PTEN Immunohistochemistry in Endometrial Carcinoma is Highly Reproducible","year":2011,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"PI3K/AKT/mTOR signaling in cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":81,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"National Cancer Institute","keywords":"PTEN; Immunohistochemistry; Concordance; Carcinoma; Pathology; Medicine; Endometrial cancer; Stain; Staining; Cancer; Biology; PI3K/AKT/mTOR pathway; Internal medicine","authors":[{"name":"Karuna Garg","is_ca":true},{"name":"Russell R. Broaddus","is_ca":true},{"name":"Robert A. Soslow","is_ca":true},{"name":"Diana L. Urbauer","is_ca":true},{"name":"Douglas A. Levine","is_ca":true},{"name":"Bojana Djordjevic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03807865235868246,"gpt":0.2976965270223689,"spread":0.2596178746636865,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02156506,0.0004983447,0.0005804211,0.002904443,0.0006466229,0.0007372121,0.0007593785,0.0003978446,0.0006499899],"category_scores_gemma":[0.03121991,0.0005185923,0.0004417003,0.001299973,0.001184682,0.0004725642,0.001462539,0.0003028325,0.0003525549],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004105604,"about_ca_system_score_gemma":0.0003955661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008214982,"about_ca_topic_score_gemma":0.002190301,"domain_scores_codex":[0.9833785,0.007102303,0.003310002,0.001584199,0.004195903,0.0004290573],"domain_scores_gemma":[0.9758488,0.01004858,0.003772146,0.005340956,0.004577675,0.0004118067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001001196,0.00008940991,0.8426846,0.0002539973,0.0004569223,0.00131308,0.001158365,0.0008594159,0.1117219,0.000350155,0.0004373048,0.03967375],"study_design_scores_gemma":[0.00008008364,0.0006540529,0.9179814,0.00007091506,0.0003541022,0.007769593,0.0005961771,0.006926141,0.06187607,0.0008414042,0.002792133,0.00005792054],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9731143,0.001071137,0.02234815,0.0000562916,0.0000466461,0.0002101355,0.0001109057,0.0001404492,0.002902097],"genre_scores_gemma":[0.9834173,0.0002521159,0.01560239,0.00003076566,0.00002433838,0.0001005123,0.0001715619,0.0000504314,0.0003503751],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02156506,"threshold_uncertainty_score":0.1140483,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1973865817","doi":"10.1097/00004347-200101000-00006","title":"Immunohistochemical Analysis Of Gynecologic Tumors","year":2001,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":77,"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":"Cytokeratin; Immunohistochemistry; Pathology; Biology; Immunophenotyping; Stromal cell; Ovary; Cervix; Vimentin; Medicine; Cancer; Antigen; Immunology","authors":[{"name":"Hadi Yaziji","is_ca":true},{"name":"Allen M. Gown","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05667024058194423,"gpt":0.4010800060073227,"spread":0.3444097654253784,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007085355,0.0003279668,0.0002499436,0.001557888,0.0002485112,0.0004303124,0.0003397956,0.0003671942,0.003632349],"category_scores_gemma":[0.0005374979,0.0001498841,0.0002663501,0.0008396138,0.0003089056,0.0004058964,0.0003544761,0.0003842282,0.001827406],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003487931,"about_ca_system_score_gemma":0.0003237626,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004618754,"about_ca_topic_score_gemma":0.001202041,"domain_scores_codex":[0.9995133,0.00009066642,0.00006719238,0.00008312706,0.0001799125,0.00006580741],"domain_scores_gemma":[0.999714,0.0000395653,0.00004253871,0.00004534419,0.0001332131,0.0000253343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002246358,0.00007803803,0.0243434,0.001848577,0.0001734225,0.005769778,0.000264636,0.0003094681,0.7513855,0.004590022,0.01314471,0.1978678],"study_design_scores_gemma":[0.00004580793,0.0003882069,0.1029814,0.0008516221,0.0002937909,0.03366083,0.0006433545,0.001767161,0.1809708,0.002729627,0.6756218,0.00004559494],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.3799702,0.2439286,0.1371637,0.00521624,0.003673273,0.001272379,0.007362215,0.001615254,0.2197982],"genre_scores_gemma":[0.739669,0.1080012,0.09207422,0.001950965,0.001060842,0.0005984622,0.008443418,0.0001719629,0.04802991],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.003632349,"threshold_uncertainty_score":0.01215136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2317206393","doi":"10.1097/pgp.0b013e3182800ad5","title":"The Stem-Cell Profile of Ovarian Surface Epithelium is Reproduced in the Oviductal Fimbriae, with Increased Stem-Cell Marker Density in Distal Parts of the Fimbriae","year":2013,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":77,"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 Hospital; University of British Columbia","funders":"","keywords":"Serous fluid; Biology; Stem cell marker; Pathology; Epithelium; Homeobox protein NANOG; Stem cell; Clear cell; Ovarian cancer; Malignant transformation; Cuboidal Cell; Ovarian carcinoma; Immunohistochemistry; Cancer research; Cancer; Induced pluripotent stem cell; Embryonic stem cell; Immunology; Cell biology; Medicine; Genetics; Biochemistry","authors":[{"name":"Nelly Auersperg","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01216210043367882,"gpt":0.2438109876598163,"spread":0.2316488872261375,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001662731,0.0001082903,0.0001970054,0.0008049714,0.0001417162,0.0003629579,0.00007351433,0.0001867174,0.0006667976],"category_scores_gemma":[0.0002449646,0.0001349894,0.0001327191,0.0003154276,0.0002970018,0.000198546,0.0002089042,0.000165472,0.0001333691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001196951,"about_ca_system_score_gemma":0.00008478306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004806377,"about_ca_topic_score_gemma":0.0005071418,"domain_scores_codex":[0.9998946,0.00001199211,0.00001059484,0.00002437844,0.0000367559,0.00002169633],"domain_scores_gemma":[0.9998581,0.00002787941,0.00003754917,0.00001948376,0.00002382874,0.00003307145],"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":[0.0004106912,0.0000130269,0.04244162,0.00007520031,0.00002121395,0.0003478726,0.0002921962,0.00004830103,0.9494352,0.0001118038,0.00003271345,0.006770213],"study_design_scores_gemma":[0.00001551744,0.0002479847,0.8724467,0.00001542897,0.00003321605,0.001768314,0.0004764662,0.0006318697,0.1213838,0.0001326702,0.002837016,0.00001112324],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983916,0.0005397276,0.0003945818,0.000009753208,0.000001724753,0.000005700037,0.0001057427,0.000010659,0.0005406195],"genre_scores_gemma":[0.9986185,0.0002416042,0.0004477597,0.00001025453,0.000002301225,0.000008926395,0.0002221269,0.000003766651,0.0004448728],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008049714,"threshold_uncertainty_score":0.002230644,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2800962060","doi":"10.1097/pgp.0000000000000496","title":"International Society of Gynecological Pathologists (ISGyP) Endometrial Cancer Project: Guidelines From the Special Techniques and Ancillary Studies Group","year":2018,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":76,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; Toronto General Hospital; University of Calgary; University of Ottawa; Ontario Institute for Cancer Research","funders":"","keywords":"Medicine; Endometrial cancer; Gynecology; Immunohistochemistry; Carcinoma; Consensus conference; Pathology; Cancer; Internal medicine; Oncology; Family medicine","authors":[{"name":"Kathleen R. Cho","is_ca":true},{"name":"Kumarasen Cooper","is_ca":true},{"name":"Sabrina Croce","is_ca":true},{"name":"Bojana Djordevic","is_ca":true},{"name":"C. Simon Herrington","is_ca":true},{"name":"Brooke E. Howitt","is_ca":true},{"name":"Pei Hui","is_ca":true},{"name":"Philip P.C. Ip","is_ca":true},{"name":"Martin Köebel","is_ca":true},{"name":"Sigurd Lax","is_ca":true},{"name":"Bradley J. Quade","is_ca":true},{"name":"Patricia Shaw","is_ca":true},{"name":"August Vidal","is_ca":true},{"name":"Anna Yemelyanova","is_ca":true},{"name":"Blaise Clarke","is_ca":true},{"name":"Lora H. Ellenson","is_ca":true},{"name":"Teri A. Longacre","is_ca":true},{"name":"Ie‐Ming Shih","is_ca":true},{"name":"W. Glenn McCluggage","is_ca":true},{"name":"Anaís Malpica","is_ca":true},{"name":"Esther Oliva","is_ca":true},{"name":"Vinita Parkash","is_ca":true},{"name":"Xavier Matías‐Guiu","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1241574989315769,"gpt":0.4257825429985497,"spread":0.3016250440669728,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.07219882,0.001283414,0.001180385,0.008591661,0.002580061,0.003495718,0.004951024,0.005962603,0.001574987],"category_scores_gemma":[0.06355392,0.001087609,0.001905553,0.004677139,0.002800811,0.002538229,0.004826278,0.006172294,0.002495824],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001878531,"about_ca_system_score_gemma":0.01626982,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006173791,"about_ca_topic_score_gemma":0.009480741,"domain_scores_codex":[0.9492921,0.02594573,0.01380865,0.001324679,0.007809102,0.001819712],"domain_scores_gemma":[0.8919657,0.02371841,0.01242911,0.004774293,0.05936298,0.007749398],"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":[0.00028295,0.0006691773,0.04136825,0.003759356,0.000137364,0.002893374,0.003413014,0.001237281,0.003673028,0.006199745,0.5680635,0.3683031],"study_design_scores_gemma":[0.0001442315,0.0004193602,0.03960318,0.01328671,0.0002521118,0.00626056,0.005498996,0.001362445,0.00225257,0.007547544,0.9231982,0.000174175],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"methods","genre_scores_codex":[0.03922253,0.1108732,0.1578581,0.5529439,0.02289278,0.01667892,0.004697358,0.002875341,0.09195788],"genre_scores_gemma":[0.08807085,0.09835625,0.6754096,0.07715804,0.009952695,0.0163104,0.01224348,0.0009130542,0.02158557],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.07219882,"threshold_uncertainty_score":0.3818284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3112053888","doi":"10.1097/pgp.0000000000000725","title":"The Many Uses of p53 Immunohistochemistry in Gynecological Pathology: Proceedings of the ISGyP Companion Society Session at the 2020 USCAP Annual9 Meeting","year":2020,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"","keywords":"Session (web analytics); Pathology; Immunohistochemistry; Medicine; Computer science; World Wide Web","authors":[{"name":"Martin Köbel","is_ca":true},{"name":"Eun Young Kang","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02777969807716716,"gpt":0.3435567521270043,"spread":0.3157770540498371,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007318191,0.001262271,0.0006880544,0.003563479,0.001124108,0.004332507,0.001367235,0.002537237,0.033411],"category_scores_gemma":[0.003479206,0.0005411093,0.0007764391,0.001712879,0.00126097,0.002385936,0.003551431,0.003611977,0.02138465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001706615,"about_ca_system_score_gemma":0.00260511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002617315,"about_ca_topic_score_gemma":0.009369096,"domain_scores_codex":[0.9984067,0.0004331057,0.0001016785,0.0001911427,0.0006477317,0.0002196768],"domain_scores_gemma":[0.9942495,0.0006920284,0.0002019825,0.0002581844,0.002753624,0.001844696],"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":[0.00007340155,0.00006720069,0.0008381581,0.0003808383,0.00001478618,0.000216817,0.0000839966,0.0001053868,0.001338839,0.0008501267,0.6917431,0.3042874],"study_design_scores_gemma":[0.000007131277,0.00005463254,0.00245141,0.0007097627,0.00001712822,0.0005528221,0.0001448158,0.0001678705,0.0005414413,0.001171915,0.9941584,0.00002270993],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007539731,0.3326384,0.01701699,0.1936963,0.1920594,0.0006637379,0.001769274,0.001579971,0.2530364],"genre_scores_gemma":[0.02938649,0.4477532,0.02420601,0.02998083,0.112704,0.0007590911,0.005563308,0.001017635,0.3486295],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.033411,"threshold_uncertainty_score":0.1117709,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2313406363","doi":"10.1097/pgp.0b013e31824d7445","title":"Transitional Cell Carcinoma of the Ovary is Related to High-grade Serous Carcinoma and is Distinct From Malignant Brenner Tumor","year":2012,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Pathology; Ovary; Carcinoma; Serous carcinoma; Clear cell carcinoma; Serous fluid; Medicine; Biology; Cancer; Internal medicine; Ovarian cancer","authors":[{"name":"Rola H. Ali","is_ca":false},{"name":"Jeffrey D. Seidman","is_ca":true},{"name":"Steve E. Kalloger","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01612388912952699,"gpt":0.260091080571269,"spread":0.2439671914417419,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002746777,0.0001907595,0.0004093079,0.001421881,0.0004789106,0.0004793025,0.0002684214,0.0002485574,0.001644408],"category_scores_gemma":[0.001905342,0.0001468859,0.0002109961,0.001699215,0.000436874,0.0003584898,0.000397101,0.0001647428,0.0004249719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001643562,"about_ca_system_score_gemma":0.0004178606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001169177,"about_ca_topic_score_gemma":0.001580739,"domain_scores_codex":[0.9996153,0.00004426823,0.00008783619,0.00006818474,0.0001185552,0.00006581859],"domain_scores_gemma":[0.9988371,0.0002411808,0.0005810885,0.0001139166,0.00008400692,0.0001427005],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003229457,0.00005333996,0.9642598,0.000254588,0.00005995555,0.01163682,0.0001889608,0.00006870674,0.005770005,0.0001977385,0.0002582868,0.01692885],"study_design_scores_gemma":[0.00001884347,0.0001656674,0.905575,0.00003864003,0.00007423794,0.08907873,0.0003063478,0.0001559052,0.002143262,0.0002727871,0.002161187,0.00000940469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960091,0.002306395,0.0003696335,0.00002263082,0.000008710053,0.00002876653,0.0002812609,0.000017634,0.0009559693],"genre_scores_gemma":[0.9982802,0.0008058766,0.0002553485,0.00002157256,0.00001415476,0.00001085683,0.0004173096,0.000003522196,0.0001912597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001644408,"threshold_uncertainty_score":0.005501091,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2026955611","doi":"10.1097/pgp.0b013e31824fe2aa","title":"Prevalence of Loss of Expression of DNA Mismatch Repair Proteins in Primary Epithelial Ovarian Tumors","year":2012,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Genetic factors in colorectal cancer","field":"Medicine","cited_by":74,"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; University Health Network; University of Toronto; Vancouver General Hospital","funders":"","keywords":"Serous fluid; Tissue microarray; Pathology; Immunohistochemistry; Staining; DNA mismatch repair; Clear cell carcinoma; Lynch syndrome; Clear cell; Ovary; Biology; Ovarian cancer; Carcinoma; Microsatellite instability; Endometriosis; Medicine; Cancer; Internal medicine; Colorectal cancer","authors":[{"name":"Fang‐I Lu","is_ca":true},{"name":"Cyril Blake Gilks","is_ca":true},{"name":"Anna Marie Mulligan","is_ca":true},{"name":"Paul Ryan","is_ca":true},{"name":"Ghassan Allo","is_ca":true},{"name":"Keiyan Sy","is_ca":true},{"name":"Particia A. Shaw","is_ca":true},{"name":"Aaron Pollett","is_ca":true},{"name":"Blaise Clarke","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01905984856263068,"gpt":0.2903363240816786,"spread":0.271276475519048,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004936137,0.0001571837,0.0003893794,0.001516918,0.0001918867,0.0003857932,0.0001904415,0.0002905567,0.001173584],"category_scores_gemma":[0.002042115,0.0002160604,0.0001589769,0.0005853332,0.0003635043,0.0002325926,0.0003472938,0.0001937072,0.0002904573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680937,"about_ca_system_score_gemma":0.0001511607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006561145,"about_ca_topic_score_gemma":0.0008750741,"domain_scores_codex":[0.9993736,0.0001266057,0.00007088403,0.0001322781,0.0001801107,0.0001164575],"domain_scores_gemma":[0.9980709,0.0005858015,0.0005771646,0.000164159,0.000291887,0.0003101419],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003236997,0.00002078468,0.9651653,0.00004218714,0.00004554506,0.0007026679,0.0000771218,0.00003177809,0.0299992,0.00001529527,0.00007532142,0.003501076],"study_design_scores_gemma":[0.000003631938,0.00009256669,0.9949103,0.000002974666,0.00002149154,0.002798302,0.00006399921,0.00007216146,0.001869398,0.00001401178,0.0001491421,0.000002027877],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982368,0.0009666894,0.0001648676,0.00001438417,0.000003250399,0.000007885966,0.0001382853,0.00001161127,0.0004562878],"genre_scores_gemma":[0.9993724,0.0002234664,0.0001135311,0.00000735741,0.000006495028,0.000007184968,0.0001655833,0.000002385803,0.0001015089],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001516918,"threshold_uncertainty_score":0.003926039,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2312658559","doi":"10.1097/pgp.0000000000000240","title":"Uterine Tumor Resembling Ovarian Sex Cord Tumor (UTROSCT) Commonly Exhibits Positivity With Sex Cord Markers FOXL2 and SF-1 but Lacks FOXL2 and DICER1 Mutations","year":2015,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","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":"McGill University; Jewish General Hospital; McGill University Health Centre","funders":"","keywords":"Biology; Stromal cell; Pathology; Somatic cell; Missense mutation; Mutation; Cancer research; Medicine; Gene; Genetics","authors":[{"name":"Sabrina Croce","is_ca":true},{"name":"Leanne de Kock","is_ca":true},{"name":"Talia Boshari","is_ca":true},{"name":"Isabelle Hostein","is_ca":true},{"name":"Valérie Velasco","is_ca":true},{"name":"William D. Foulkes","is_ca":true},{"name":"W. Glenn McCluggage","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04362804355819849,"gpt":0.3309159921970405,"spread":0.2872879486388421,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001356774,0.0001755905,0.0002058048,0.0005726966,0.0001835952,0.0002513888,0.0001671291,0.0002529578,0.001180893],"category_scores_gemma":[0.0006607179,0.0001269956,0.000135264,0.0006095741,0.000408567,0.0001464198,0.0003521378,0.0001032913,0.0002489865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001735994,"about_ca_system_score_gemma":0.000164164,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006161903,"about_ca_topic_score_gemma":0.00145082,"domain_scores_codex":[0.999884,0.00001283785,0.00001955064,0.00002836556,0.0000253324,0.00002986216],"domain_scores_gemma":[0.9995679,0.00008001622,0.0002098048,0.00004955019,0.00002438479,0.00006821773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005651867,0.00005307071,0.5944755,0.000347577,0.0001033651,0.1376314,0.0004795771,0.0003834424,0.2328528,0.0009757116,0.0004544641,0.03167796],"study_design_scores_gemma":[0.00002461004,0.0002356375,0.4582453,0.00003717355,0.00006304263,0.4838905,0.0002641939,0.0008270178,0.05263226,0.000385459,0.003376537,0.00001830224],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969265,0.0005812245,0.0007129656,0.00001710883,0.000003880377,0.00001770699,0.0001271166,0.00003826074,0.001575185],"genre_scores_gemma":[0.9987248,0.0001568497,0.0006407513,0.00001375748,0.000003834096,0.000004892243,0.0001587984,0.000005335241,0.0002909332],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001180893,"threshold_uncertainty_score":0.003950477,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2067749807","doi":"10.1097/01.pgp.0000235064.93182.ec","title":"Adenomyosis is Associated With Myometrial Invasion by FIGO 1 Endometrial Adenocarcinoma","year":2007,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometriosis Research and Treatment","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":"Sunnybrook Health Science Centre","funders":"","keywords":"Adenomyosis; Adenocarcinoma; Pathology; Endometrium; Medicine; Myometrium; Uterus; Gynecology; Endometriosis; Obstetrics; Internal medicine; Cancer","authors":[{"name":"Nadia Ismiil","is_ca":true},{"name":"Golnar Rasty","is_ca":false},{"name":"Zeina Ghorab","is_ca":false},{"name":"Sharon Nofech‐Mozes","is_ca":false},{"name":"Marcus Q. Bernardini","is_ca":false},{"name":"Gillian Thomas","is_ca":false},{"name":"Ida Ackerman","is_ca":false},{"name":"Allan Covens","is_ca":false},{"name":"Mahmoud A. Khalifa","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03600573562477397,"gpt":0.3282901518493712,"spread":0.2922844162245972,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005494069,0.000441651,0.0003068685,0.001175716,0.0004991197,0.0004044919,0.0002726288,0.0004872583,0.002281327],"category_scores_gemma":[0.003989208,0.0003725441,0.0003756128,0.0008912312,0.00061941,0.0003188514,0.0005059871,0.0002931464,0.0003562861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003399111,"about_ca_system_score_gemma":0.0002298076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238476,"about_ca_topic_score_gemma":0.002094451,"domain_scores_codex":[0.9992684,0.0001952911,0.00008423593,0.0001297695,0.0001765345,0.0001458639],"domain_scores_gemma":[0.9976133,0.0003622046,0.001564471,0.0001436626,0.00009245968,0.0002240252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001288995,0.000008259808,0.9939255,0.00002062271,0.00001755946,0.002376464,0.00009278895,0.00002570949,0.002222711,0.00002093377,0.00005534074,0.00110513],"study_design_scores_gemma":[0.000004533962,0.00006847107,0.9880347,0.0000100525,0.00002373606,0.01102136,0.0001072181,0.00007568829,0.000302229,0.00003208725,0.0003142777,0.000005768165],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985951,0.000610375,0.0001076772,0.00002653705,0.000005562256,0.000009317409,0.0000495285,0.000005387619,0.0005904529],"genre_scores_gemma":[0.9995416,0.0001744914,0.0001079869,0.00001084641,0.000008566209,0.00000356296,0.00006595832,0.00000160815,0.0000853407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002281327,"threshold_uncertainty_score":0.007631838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2325708090","doi":"10.1097/pgp.0000000000000238","title":"Immunohistochemistry in the Diagnosis of Mucinous Neoplasms Involving the Ovary","year":2015,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Pancreatic and Hepatic Oncology Research","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Ottawa Hospital; Canadian Electricity Association","funders":"","keywords":"PAX8; Pathology; Immunohistochemistry; CDX2; Tissue microarray; Medicine; Ovary; Mucinous carcinoma; Mucinous cystadenocarcinoma; Adenocarcinoma; Cancer; Biology; Internal medicine","authors":[{"name":"Sarah Strickland","is_ca":true},{"name":"Jason K. Wasserman","is_ca":true},{"name":"Ana C.C. Giassi","is_ca":true},{"name":"Bojana Djordjevic","is_ca":true},{"name":"Carlos Parra‐Herran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06994615623494949,"gpt":0.3810666381031556,"spread":0.3111204818682061,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002770872,0.0002364447,0.0002979894,0.001981459,0.0002803304,0.0005780295,0.0004775324,0.0004551235,0.001614598],"category_scores_gemma":[0.00217865,0.0002462359,0.0002383341,0.001009712,0.0004472873,0.0004627544,0.000375883,0.0003417302,0.0006902773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002962357,"about_ca_system_score_gemma":0.0002747026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007474804,"about_ca_topic_score_gemma":0.001445536,"domain_scores_codex":[0.9990915,0.0003447485,0.0001419153,0.00009868735,0.0002068105,0.0001162804],"domain_scores_gemma":[0.9991727,0.0002843881,0.0001394768,0.0001008004,0.000226587,0.00007604755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00123951,0.0001468615,0.6330252,0.001100259,0.0002096436,0.02665563,0.000423785,0.0004407953,0.2136056,0.00121101,0.003719471,0.1182224],"study_design_scores_gemma":[0.0001199773,0.0008250592,0.7163979,0.000763237,0.000462057,0.1357385,0.001034901,0.004931545,0.05807222,0.001325719,0.0802779,0.00005104244],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8680012,0.07444855,0.02221005,0.0009714164,0.0006827676,0.0003939224,0.0007644312,0.000284229,0.03224333],"genre_scores_gemma":[0.9692719,0.01167737,0.01568105,0.0002277735,0.0002671538,0.0001095732,0.0004919876,0.00002779108,0.002245515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002770872,"threshold_uncertainty_score":0.01465392,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2996352065","doi":"10.1097/pgp.0000000000000665","title":"Genomic Characterization of HPV-related and Gastric-type Endocervical Adenocarcinoma: Correlation With Subtype and Clinical Behavior","year":2019,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Gastric Cancer Management and Outcomes","field":"Medicine","cited_by":67,"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":"National Cancer Institute","keywords":"CDKN2A; KRAS; Cancer; Adenocarcinoma; Exact test; Medicine; Internal medicine; Oncology; Biology; Pathology; Cancer research; Colorectal cancer","authors":[{"name":"Anjelica Hodgson","is_ca":true},{"name":"Brooke E. Howitt","is_ca":true},{"name":"Kay J. Park","is_ca":true},{"name":"Neal I. Lindeman","is_ca":true},{"name":"Marisa R. Nucci","is_ca":true},{"name":"Carlos Parra‐Herran","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0178298433496635,"gpt":0.2907438820404228,"spread":0.2729140386907594,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002572305,0.0001073975,0.000173075,0.0009344727,0.0000903144,0.0002541288,0.0001385576,0.0002469615,0.0009271225],"category_scores_gemma":[0.001174087,0.0000918723,0.000118932,0.0005799919,0.0001607512,0.0001630926,0.0001652998,0.0001207404,0.0002195235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088903,"about_ca_system_score_gemma":0.00008541832,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008635601,"about_ca_topic_score_gemma":0.0009699474,"domain_scores_codex":[0.9998223,0.00003869693,0.00002369829,0.00004667019,0.00003670708,0.00003194362],"domain_scores_gemma":[0.999415,0.000164781,0.000195268,0.0000614621,0.00008394194,0.00007942379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001615367,0.0000113147,0.9887461,0.00001003927,0.00001582505,0.00009712813,0.00003636553,0.00003746391,0.007832403,0.000008671427,0.00001738035,0.003025718],"study_design_scores_gemma":[0.000001456994,0.00005328703,0.9981455,0.000001910895,0.000009029758,0.0008032485,0.00005927191,0.0001279572,0.0006845852,0.00001384066,0.00009889959,0.000001010079],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993729,0.0002224347,0.00009753084,0.000006646254,6.709765e-7,0.000002530295,0.0001347666,0.00000229631,0.000160203],"genre_scores_gemma":[0.9993736,0.0001218453,0.0001398462,0.000007407646,0.000002549041,0.000003301654,0.0002769173,0.000001615756,0.00007305537],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009344727,"threshold_uncertainty_score":0.003101528,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2937832733","doi":"10.1097/pgp.0000000000000530","title":"Ovarian Carcinoma Histotype: Strengths and Limitations of Integrating Morphology With Immunohistochemical Predictions","year":2018,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Canada's Michael Smith Genome Sciences Centre; Simon Fraser University; BC Cancer Agency; University of British Columbia; Alberta Health Services","funders":"National Cancer Institute","keywords":"Serous carcinoma; Serous fluid; Immunohistochemistry; Pathology; Tissue microarray; Population; Medicine; Carcinoma; Clear cell carcinoma; Not Otherwise Specified; Anatomical pathology; Ovarian carcinoma; Clear cell; Ovarian cancer; Cancer; Oncology; Internal medicine","authors":[{"name":"Martin Köbel","is_ca":true},{"name":"Li Luo","is_ca":true},{"name":"Xin Grevers","is_ca":true},{"name":"Sandra Lee","is_ca":true},{"name":"Angela Brooks‐Wilson","is_ca":true},{"name":"C. Blake Gilks","is_ca":true},{"name":"Nhu D. Le","is_ca":true},{"name":"Linda S. Cook","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02349112140014533,"gpt":0.2958725733707966,"spread":0.2723814519706513,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05549017,0.0009894152,0.0009602312,0.003833979,0.0005575574,0.004161315,0.002057477,0.0006097223,0.0006686921],"category_scores_gemma":[0.1023728,0.0006262255,0.001033408,0.003670812,0.0009122564,0.002045135,0.003158433,0.0008106484,0.0003962494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008856509,"about_ca_system_score_gemma":0.001460705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007742694,"about_ca_topic_score_gemma":0.01538438,"domain_scores_codex":[0.9634358,0.01789398,0.005653342,0.003994166,0.008302864,0.0007198101],"domain_scores_gemma":[0.8833698,0.05633786,0.02036723,0.01653031,0.02214077,0.001253995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001728281,0.00001668925,0.9547065,0.0002027304,0.0002976189,0.00007221533,0.000370237,0.001181916,0.0005979393,0.0001864042,0.0005500551,0.04164499],"study_design_scores_gemma":[0.00002463675,0.0002278461,0.9555796,0.0004271786,0.0004750962,0.001796,0.0008754259,0.03113408,0.002233729,0.001694096,0.005472057,0.00006022753],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9105532,0.007249305,0.06385062,0.001573318,0.0002252023,0.000666999,0.002251663,0.0004725638,0.01315715],"genre_scores_gemma":[0.9743419,0.0008737237,0.02311553,0.0002030462,0.0001330333,0.0001266879,0.0007894016,0.00007948099,0.0003373589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05549017,"threshold_uncertainty_score":0.2934635,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1989558595","doi":"10.1097/01.pgp.0000152026.39268.57","title":"Assessment of Her-1, Her-2, and Her-3 Expression and Her-2 Amplification in Advanced Stage Ovarian Carcinoma","year":2005,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"HER2/EGFR in Cancer 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":"Vancouver General Hospital","funders":"","keywords":"Tissue microarray; Immunohistochemistry; Pathology; Ovarian carcinoma; Fluorescence in situ hybridization; Serous fluid; Biology; Carcinoma; Ovarian cancer; Stage (stratigraphy); Cancer; Medicine; Chromosome; Gene","authors":[{"name":"Cheng‐Han Lee","is_ca":true},{"name":"David G. Huntsman","is_ca":false},{"name":"Maggie C.U. Cheang","is_ca":false},{"name":"Robin Parker","is_ca":false},{"name":"Lindsay Brown","is_ca":false},{"name":"Paul Hoskins","is_ca":false},{"name":"Dianne Miller","is_ca":false},{"name":"C. Blake Gilks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04215770612288521,"gpt":0.4038888044555531,"spread":0.3617310983326679,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003996047,0.0001363909,0.0002034867,0.000724475,0.0001865852,0.000259032,0.0001215477,0.0003103184,0.0005919645],"category_scores_gemma":[0.0004877241,0.0001637531,0.0001355655,0.0003557551,0.0002448486,0.0001727298,0.00019702,0.0002030965,0.0001092904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002082098,"about_ca_system_score_gemma":0.0001115301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001085545,"about_ca_topic_score_gemma":0.001793932,"domain_scores_codex":[0.9998152,0.00003763062,0.00001736593,0.0000270375,0.00006200034,0.00004078731],"domain_scores_gemma":[0.9997426,0.00009354827,0.00004586137,0.00002536973,0.00004260481,0.00005008038],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001137488,0.000133997,0.7041143,0.00005425262,0.00003766814,0.00154247,0.0003503737,0.0003811711,0.2828932,0.00005288777,0.0000896632,0.009212617],"study_design_scores_gemma":[0.00002296852,0.0005354962,0.9805244,0.000004299676,0.00002746403,0.00344224,0.0002188854,0.0008424034,0.0137418,0.00004575438,0.0005885673,0.000005632618],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993384,0.0002271088,0.0001884909,0.00000546758,0.000001190517,0.000005421773,0.00002016563,0.000002584755,0.0002112434],"genre_scores_gemma":[0.999467,0.0001288562,0.000203858,0.000007521716,0.000001920582,0.000006101439,0.00006638635,0.000001034263,0.0001173179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001085545,"threshold_uncertainty_score":0.002158403,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2182983580","doi":"10.1097/pgp.0000000000000250","title":"Histopathology of Placenta Creta: Chorionic Villi Intrusion into Myometrial Vascular Spaces and Extravillous Trophoblast Proliferation are Frequent and Specific Findings With Implications for Diagnosis and Pathogenesis","year":2015,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Maternal and fetal healthcare","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Canadian Electricity Association; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Placenta; Trophoblast; Placenta Diseases; Pathology; Decidua; Histopathology; Chorionic villi; Myometrium; Medicine; Biology; Uterus; Pregnancy; Fetus; Endocrinology","authors":[{"name":"Carlos Parra‐Herran","is_ca":true},{"name":"Bojana Djordjevic","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04238036388581846,"gpt":0.3070598299916599,"spread":0.2646794661058415,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006244509,0.0002955415,0.000197257,0.002272864,0.0001913298,0.0003631745,0.0002490598,0.0002612733,0.001374734],"category_scores_gemma":[0.001369159,0.0002754947,0.0001562198,0.0005912035,0.0005305768,0.0002894359,0.0004198926,0.00013905,0.0002718372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001838845,"about_ca_system_score_gemma":0.0001663662,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009162107,"about_ca_topic_score_gemma":0.0008771782,"domain_scores_codex":[0.9997293,0.00006042985,0.00003606168,0.00005160707,0.00006959421,0.00005293565],"domain_scores_gemma":[0.9991137,0.0001655661,0.0004451385,0.00009231429,0.0001001271,0.00008307244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000715289,0.00004667643,0.7314355,0.000428496,0.0001313347,0.03414869,0.0008504153,0.0001394352,0.2007424,0.0003152762,0.0002825937,0.03076394],"study_design_scores_gemma":[0.00001591866,0.0004016496,0.8280099,0.00008209771,0.00007155597,0.1514078,0.0006629974,0.0003505708,0.01656185,0.0001578478,0.00226545,0.00001246657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925539,0.00371376,0.001562738,0.00003589427,0.00000842091,0.00003400988,0.0001162824,0.00007390361,0.001901225],"genre_scores_gemma":[0.9976661,0.001133144,0.0007592481,0.00001336122,0.000009064662,0.000008051619,0.0000954342,0.000004309475,0.0003113444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002272864,"threshold_uncertainty_score":0.004598916,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2595056276","doi":"10.1097/pgp.0000000000000375","title":"HPV-independent Differentiated Vulvar Intraepithelial Neoplasia (dVIN) is Associated With an Aggressive Clinical Course","year":2017,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":64,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Vancouver General Hospital; University of British Columbia; BC Cancer Agency","funders":"","keywords":"Medicine; Internal medicine; Pathological; Vulvar intraepithelial neoplasia; Squamous intraepithelial lesion; Gastroenterology; Oncology; Pathology; Human papillomavirus; Cervical intraepithelial neoplasia; Cancer; Cervical cancer","authors":[{"name":"Jessica N. McAlpine","is_ca":true},{"name":"So Youn Kim","is_ca":true},{"name":"Ardalan Akbari","is_ca":true},{"name":"Sima Eshragh","is_ca":true},{"name":"Miriam Reuschenbach","is_ca":true},{"name":"Magnus von Knebel Doeberitz","is_ca":true},{"name":"Elena Sophie Prigge","is_ca":true},{"name":"Suzanne Jordan","is_ca":true},{"name":"Naveena Singh","is_ca":true},{"name":"Dianne Miller","is_ca":true},{"name":"C. Blake Gilks","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06155744846660081,"gpt":0.4230326612738416,"spread":0.3614752128072408,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001638353,0.0002008117,0.0002496585,0.0005006073,0.0004306804,0.0004580052,0.0002011879,0.000245824,0.001145113],"category_scores_gemma":[0.001085422,0.0001619419,0.0001552724,0.0004925919,0.0003393419,0.0002449648,0.0005160903,0.000304,0.000142093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002198831,"about_ca_system_score_gemma":0.0001954744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206798,"about_ca_topic_score_gemma":0.00158915,"domain_scores_codex":[0.9997781,0.00003221239,0.00002243398,0.00006464341,0.00003946379,0.00006321042],"domain_scores_gemma":[0.9992027,0.0001348797,0.0003742322,0.00005295461,0.00005245919,0.0001828047],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001237847,0.00002192579,0.9931031,0.00001534203,0.00001522752,0.001546929,0.00005765723,0.00003433211,0.001619506,0.00003552125,0.00005593443,0.003370762],"study_design_scores_gemma":[0.000005664131,0.0001332811,0.9865933,0.000007851936,0.0000157034,0.01220045,0.0001515834,0.00009910961,0.0003264,0.00004600699,0.0004164588,0.00000415366],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991397,0.0002847742,0.00006821888,0.00001316438,0.000002425371,0.000005039721,0.0000543304,0.000003966167,0.0004284517],"genre_scores_gemma":[0.9995916,0.0001151831,0.0000496967,0.000006750064,0.000006850866,0.000001769377,0.0001184837,0.000001041456,0.0001086519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001206798,"threshold_uncertainty_score":0.00383085,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2359589636","doi":"10.1097/pgp.0000000000000291","title":"Immunohistochemical Profiling of Endometrial Serous Carcinoma","year":2016,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":63,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Foothills Medical Centre; Chinook Regional Hospital; University of Calgary; University of Alberta","funders":"","keywords":"Tissue microarray; Immunohistochemistry; MSH6; Serous fluid; PTEN; Serous carcinoma; Medicine; Carcinoma; MSH2; Pathology; CDKN2A; MLH1; Clear cell carcinoma; Oncology; Internal medicine; Biology; Cancer; Ovarian cancer; PI3K/AKT/mTOR pathway; Colorectal cancer; DNA mismatch repair","authors":[{"name":"Wenqian Chen","is_ca":true},{"name":"Arjumand Husain","is_ca":true},{"name":"Gregg Nelson","is_ca":true},{"name":"Peter Rambau","is_ca":true},{"name":"Shuhong Liu","is_ca":true},{"name":"Cheng‐Han Lee","is_ca":true},{"name":"Sandra Lee","is_ca":true},{"name":"Máire A. Duggan","is_ca":true},{"name":"Martin Köbel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02882980466246304,"gpt":0.3188769467512356,"spread":0.2900471420887725,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008898727,0.0001750085,0.0001840617,0.001365469,0.0001583817,0.0003141806,0.0001737542,0.0001536126,0.0007129441],"category_scores_gemma":[0.001380535,0.0001098475,0.000184826,0.0006226312,0.0001482387,0.0001422695,0.0002395998,0.00009329189,0.0002265434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001532792,"about_ca_system_score_gemma":0.00008845521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005686938,"about_ca_topic_score_gemma":0.001043906,"domain_scores_codex":[0.9995688,0.0001087682,0.00006821655,0.00005845291,0.0001399398,0.00005600338],"domain_scores_gemma":[0.9992447,0.0001852985,0.0001814362,0.00007298785,0.0002628725,0.00005279234],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002500209,0.00002450158,0.7965191,0.0001218556,0.0001149896,0.0007447445,0.0001945591,0.0003674558,0.1810759,0.00006053977,0.0002098608,0.02031638],"study_design_scores_gemma":[0.000007743314,0.0001357174,0.9656423,0.00001899394,0.0001115257,0.003397704,0.0002850008,0.001056232,0.02714478,0.00005770876,0.002134872,0.00000735058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957872,0.001517776,0.00126448,0.0000247368,0.000005643169,0.00001778528,0.0001984329,0.00001969472,0.001164163],"genre_scores_gemma":[0.9970486,0.0005496287,0.001826096,0.00002506874,0.000006195335,0.00001533195,0.0002811265,0.000004182629,0.0002439248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001365469,"threshold_uncertainty_score":0.004706144,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2958558868","doi":"10.1097/pgp.0000000000000620","title":"HPV-independent Vulvar Squamous Cell Carcinoma is Associated With Significantly Worse Prognosis Compared With HPV-associated Tumors","year":2019,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"In situ hybridization; Vulvar Carcinoma; Pathology; Tissue microarray; Immunohistochemistry; Polymerase chain reaction; Univariate analysis; Medicine; Oncology; Carcinoma; Biology; Internal medicine; Multivariate analysis; Gene; Gene expression","authors":[{"name":"Ghassan Allo","is_ca":true},{"name":"Mei Ling Yap","is_ca":false},{"name":"Julie Cuartero","is_ca":false},{"name":"Michael Milosevic","is_ca":false},{"name":"Sarah E. Ferguson","is_ca":false},{"name":"Helen Mackay","is_ca":false},{"name":"Suzanne Kamel‐Reid","is_ca":false},{"name":"Ilan Weinreb","is_ca":false},{"name":"Danny Ghazarian","is_ca":false},{"name":"Melania Pintilie","is_ca":false},{"name":"Blaise Clarke","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0255282696554566,"gpt":0.290517099516818,"spread":0.2649888298613614,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000252538,0.0001791485,0.0003018634,0.0005048405,0.0002962917,0.0004979377,0.0001971662,0.0002091765,0.003009981],"category_scores_gemma":[0.0009669915,0.0001039509,0.0002032509,0.000633502,0.0002383764,0.0002057112,0.0003468032,0.0002222014,0.0002810878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002683408,"about_ca_system_score_gemma":0.000260969,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003852023,"about_ca_topic_score_gemma":0.006369652,"domain_scores_codex":[0.9997829,0.00003173848,0.00001975723,0.00005235337,0.00006332609,0.00005004716],"domain_scores_gemma":[0.9994913,0.00007090435,0.0002203374,0.00004216493,0.00005902472,0.0001162681],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001098981,0.000009080869,0.9961415,0.00001350246,0.000041353,0.0001373382,0.0000278475,0.00003265989,0.0008857718,0.00001058907,0.00005324074,0.002537243],"study_design_scores_gemma":[0.000001742922,0.00004658991,0.9988643,0.000005423321,0.00002199333,0.0005009196,0.00008440375,0.00005295758,0.0001589977,0.00001580827,0.0002452889,0.000001487725],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998429,0.0009040493,0.00006281651,0.00002494299,0.000006582652,0.000002595035,0.0001855526,0.000003387166,0.0003811037],"genre_scores_gemma":[0.9992273,0.0003175201,0.00002604299,0.000008114594,0.000007556705,0.000001282953,0.0001973297,0.000001539148,0.0002134101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003852023,"threshold_uncertainty_score":0.01006937,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3014600325","doi":"10.1097/pgp.0000000000000674","title":"Equivalent Survival of p53 Mutated Endometrial Endometrioid Carcinoma Grade 3 and Endometrial Serous Carcinoma","year":2020,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":62,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"Princess Margaret Cancer Centre; McMaster University; University of Toronto; University of Calgary","funders":"","keywords":"Serous fluid; Hazard ratio; Endometrial cancer; Serous carcinoma; Immunohistochemistry; Oncology; Carcinoma; PTEN; Medicine; Internal medicine; Cancer research; Biology; Confidence interval; Pathology; Cancer; Ovarian cancer; Genetics; Apoptosis","authors":[{"name":"Mary Anne Brett","is_ca":true},{"name":"Eshetu G. Atenafu","is_ca":true},{"name":"Nilanchali Singh","is_ca":true},{"name":"Prafull Ghatage","is_ca":true},{"name":"Blaise Clarke","is_ca":true},{"name":"Gregg Nelson","is_ca":true},{"name":"Marcus Q. Bernardini","is_ca":true},{"name":"Martin Köbel","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06822740437322479,"gpt":0.3232893858306535,"spread":0.2550619814574288,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005297433,0.0001613801,0.000274214,0.0004175647,0.0001983596,0.0004793274,0.0002301749,0.0003113048,0.0008207122],"category_scores_gemma":[0.002172113,0.00009861347,0.0004556372,0.0003663991,0.0002594215,0.0002245919,0.0004237318,0.0002550276,0.0001243646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006930445,"about_ca_system_score_gemma":0.0004518378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01459562,"about_ca_topic_score_gemma":0.02294832,"domain_scores_codex":[0.9997502,0.00004791403,0.00001965467,0.000037629,0.00005478408,0.00008973118],"domain_scores_gemma":[0.9991008,0.0001955696,0.0002335344,0.0001028741,0.0001251563,0.0002420736],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008100473,0.00001035607,0.9940003,0.000009059933,0.00006994718,0.0002641277,0.00007048724,0.0001592383,0.001064485,0.00003946016,0.00005564515,0.003446786],"study_design_scores_gemma":[0.000006525644,0.0001061056,0.9987648,0.000004202843,0.00003032269,0.0003766599,0.0000930028,0.0002782672,0.0001478627,0.00005552879,0.0001332745,0.00000363802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993968,0.0002524952,0.00005552388,0.00001212891,0.000002710924,0.000001649185,0.00009179117,0.000001670864,0.0001851822],"genre_scores_gemma":[0.9997161,0.00005776082,0.00001132924,0.000006709321,0.00000168237,8.916724e-7,0.0001553046,7.224448e-7,0.00004946221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01459562,"threshold_uncertainty_score":0.02902132,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2009568211","doi":"10.1097/pgp.0b013e31825d808b","title":"Data Set for Reporting of Endometrial Carcinomas","year":2012,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":61,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Endometrial cancer; Standardization; General partnership; Cancer; Prostate cancer; Alliance; Lung cancer; Family medicine; Gynecology; Oncology; Internal medicine; Computer science; Political science","authors":[{"name":"W. Glenn McCluggage","is_ca":false},{"name":"Terry Colgan","is_ca":false},{"name":"Máire A. Duggan","is_ca":false},{"name":"Neville F. Hacker","is_ca":false},{"name":"Nick Mulvany","is_ca":false},{"name":"Christopher N. Otis","is_ca":false},{"name":"Nafisa Wilkinson","is_ca":false},{"name":"Richard J. Zaino","is_ca":false},{"name":"Lynn Hirschowitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4345944755443706,"gpt":0.4930020761979804,"spread":0.05840760065360978,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01662173,0.001136198,0.003212493,0.01574748,0.0006836431,0.00194496,0.004889452,0.001657964,0.01571118],"category_scores_gemma":[0.04389581,0.000629215,0.003799524,0.01552814,0.0009926718,0.002222758,0.002150133,0.00205823,0.005711437],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002741871,"about_ca_system_score_gemma":0.01308424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01110741,"about_ca_topic_score_gemma":0.0115278,"domain_scores_codex":[0.9795375,0.004519782,0.0108166,0.0006622687,0.004122278,0.0003414669],"domain_scores_gemma":[0.951048,0.01682599,0.01343776,0.003452772,0.01469151,0.0005440788],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004771589,0.00007686009,0.003579498,0.2433277,0.001271034,0.0002858972,0.0004655523,0.0006325544,0.001241708,0.01274346,0.1872549,0.5486436],"study_design_scores_gemma":[0.0001479888,0.00009637426,0.01241799,0.07079671,0.0009091758,0.0006464196,0.0002737716,0.00008781271,0.00144299,0.002067009,0.9110473,0.00006630759],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"methods","genre_scores_codex":[0.003498977,0.6363472,0.01133532,0.007588184,0.003859446,0.008498813,0.2987124,0.0004804168,0.02967925],"genre_scores_gemma":[0.01765824,0.6203064,0.04241772,0.004424954,0.0007544723,0.01524379,0.2935842,0.0001595781,0.005450607],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.9833783,"threshold_uncertainty_score":0.08790523,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1984389614","doi":"10.1097/00004347-200304000-00001","title":"Challenges in the Early Diagnosis and Staging of Fallopian-Tube Carcinomas Associated with BRCA Mutations","year":2003,"lang":"en","type":"review","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":60,"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":"Fallopian tube; Medicine; BRCA mutation; Stage (stratigraphy); Carcinoma in situ; Carcinoma; Dysplasia; Pathology; Occult; Gynecology; Cancer; Ovarian cancer; Biology; Internal medicine","authors":[{"name":"Terence J. Colgan","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1359992195934563,"gpt":0.367351015848654,"spread":0.2313517962551976,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001119195,0.0006615962,0.001713748,0.002770242,0.0003285799,0.0008844862,0.0008880325,0.001119083,0.001640726],"category_scores_gemma":[0.00211278,0.0002904132,0.0003677599,0.002179165,0.0007865042,0.001703626,0.0003713538,0.001395305,0.001563982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006313409,"about_ca_system_score_gemma":0.001265965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001715534,"about_ca_topic_score_gemma":0.004259019,"domain_scores_codex":[0.9995466,0.0001306719,0.00007661727,0.00005112229,0.0001723133,0.00002269894],"domain_scores_gemma":[0.9989125,0.000573945,0.0001167855,0.00003600161,0.0002961712,0.00006464228],"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":[0.0000455982,0.00002490518,0.000675249,0.004923725,0.00003253263,0.001071797,0.00007267237,0.0002016564,0.000867409,0.0008443016,0.01657193,0.9746681],"study_design_scores_gemma":[0.00004105564,0.0001667481,0.01043364,0.009645469,0.0002094406,0.03041858,0.0004400181,0.0002291038,0.0008953772,0.004497633,0.9429764,0.00004651331],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002399858,0.9980353,0.0002459766,0.0005635522,0.0001706402,0.000003116432,0.000007081256,0.000009486591,0.0007249339],"genre_scores_gemma":[0.001659515,0.9966967,0.0006499367,0.0002635507,0.0002583977,0.000006248929,0.00001882141,0.000001772182,0.0004450148],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002770242,"threshold_uncertainty_score":0.00591892,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2573746103","doi":"10.1097/pgp.0000000000000369","title":"Frequent Mismatch Repair Protein Deficiency in Mixed Endometrioid and Clear Cell Carcinoma of the Endometrium","year":2017,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Genetic factors in colorectal cancer","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":"Vancouver General Hospital; University of Calgary; University of Alberta; University of British Columbia; Calgary Laboratory Services; BC Cancer Agency","funders":"","keywords":"Endometrium; Pathology; Carcinoma; Clear cell carcinoma; Medicine; Biology; Internal medicine","authors":[{"name":"Martin Köbel","is_ca":true},{"name":"Basile Tessier‐Cloutier","is_ca":true},{"name":"Joyce M. Leo","is_ca":true},{"name":"Lien Hoang","is_ca":true},{"name":"C. Blake Gilks","is_ca":true},{"name":"Robert A. Soslow","is_ca":true},{"name":"Deborah F. DeLair","is_ca":true},{"name":"Colin J.R. Stewart","is_ca":true},{"name":"Cheng‐Han Lee","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02127455045321826,"gpt":0.2828228691129584,"spread":0.2615483186597402,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004775719,0.0001726366,0.0002478127,0.001263146,0.0002800945,0.0003600024,0.000212881,0.0002739167,0.001253467],"category_scores_gemma":[0.002625044,0.000245315,0.0001275845,0.0005818224,0.0003193984,0.0003602142,0.0004140366,0.0001855025,0.0002458809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009266576,"about_ca_system_score_gemma":0.0001657882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004434904,"about_ca_topic_score_gemma":0.0006985056,"domain_scores_codex":[0.9995844,0.000100827,0.00007309342,0.0000830101,0.00009769737,0.00006108407],"domain_scores_gemma":[0.9986057,0.0003786993,0.0005831531,0.0001189505,0.000132149,0.0001813688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001110999,0.000008681891,0.9896938,0.00001928574,0.00002164112,0.002747338,0.0001204095,0.00002524194,0.004617336,0.00002536917,0.00003144536,0.002578327],"study_design_scores_gemma":[0.000006793643,0.0001717925,0.9333457,0.00001358201,0.0000475763,0.06237148,0.0005289969,0.000276871,0.002881625,0.00005058673,0.0002999785,0.000005081541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993373,0.000347049,0.0001484741,0.000008955236,0.000001150514,0.000002869454,0.00002548787,0.000003139542,0.0001255164],"genre_scores_gemma":[0.9997444,0.00009543666,0.0001021226,0.000004717696,0.000002225969,0.00000117252,0.00002368386,9.620323e-7,0.00002527819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001263146,"threshold_uncertainty_score":0.004193246,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1979901429","doi":"10.1097/01.pgp.0000130049.19643.f6","title":"Early Recurrence of Ovarian Serous Borderline Tumor as High-grade Carcinoma: A Report of Two Cases","year":2004,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Calgary","funders":"","keywords":"Serous fluid; Medicine; Serous carcinoma; Stage (stratigraphy); Clear cell carcinoma; Carcinoma; Ovarian carcinoma; Lymph node; Pathology; Ovarian cancer; Cancer; Internal medicine","authors":[{"name":"Robin Parker","is_ca":true},{"name":"Philip B. Clement","is_ca":false},{"name":"David J. Chercover","is_ca":false},{"name":"Thangaraja Sornarajah","is_ca":false},{"name":"C. Blake Gilks","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02772189331372913,"gpt":0.3328979535969804,"spread":0.3051760602832512,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007756645,0.001796703,0.0009595435,0.002128876,0.001829015,0.001695317,0.001267811,0.003511008,0.001689444],"category_scores_gemma":[0.007310328,0.001305661,0.001204185,0.001158143,0.001856117,0.001066533,0.001503332,0.001861321,0.001346243],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007121975,"about_ca_system_score_gemma":0.0005645351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002091014,"about_ca_topic_score_gemma":0.0016222,"domain_scores_codex":[0.998635,0.0002169456,0.0002282395,0.0002536796,0.0002044662,0.0004616408],"domain_scores_gemma":[0.9959171,0.001021354,0.00106809,0.0006966842,0.0002958584,0.001000818],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001623382,0.0002387225,0.09017716,0.00009130417,0.00005245963,0.899184,0.001142117,0.0001419036,0.001723008,0.0002028105,0.0004348841,0.006449262],"study_design_scores_gemma":[0.00002549699,0.0002044809,0.01942943,0.00001675313,0.00003472297,0.9782699,0.0002703646,0.0001355054,0.0006216331,0.00007477878,0.0008952643,0.00002162538],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880585,0.004233214,0.002184258,0.0004540913,0.0001969292,0.0001357968,0.00008333324,0.0001330425,0.004520702],"genre_scores_gemma":[0.9968445,0.00102924,0.0006578818,0.0002097084,0.0003007801,0.00004920033,0.0001079632,0.00002386383,0.0007768405],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003511008,"threshold_uncertainty_score":0.005651712,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2319355456","doi":"10.1097/pgp.0000000000000162","title":"Endometrial Carcinomas With Clear Cells","year":2015,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Calgary Laboratory Services; University of Toronto; University of Calgary; Health Sciences Centre; University of British Columbia; Sunnybrook Health Science Centre","funders":"National Cancer Institute","keywords":"PTEN; Serous fluid; KRAS; Medicine; Neuroblastoma RAS viral oncogene homolog; Pathology; Carcinoma; Immunohistochemistry; Serous carcinoma; Clear cell; Endometrial cancer; Estrogen receptor; Progesterone receptor; Internal medicine; Oncology; Cancer; Biology; Breast cancer; Ovarian cancer","authors":[{"name":"Guangming Han","is_ca":true},{"name":"Robert A. Soslow","is_ca":true},{"name":"Stephanie L. Wethington","is_ca":true},{"name":"Douglas A. Levine","is_ca":true},{"name":"Faina Bogomolniy","is_ca":true},{"name":"Philip B. Clement","is_ca":true},{"name":"Martin Köbel","is_ca":true},{"name":"C. Blake Gilks","is_ca":true},{"name":"Deborah F. DeLair","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05181305695190931,"gpt":0.3165653584575309,"spread":0.2647523015056216,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001682313,0.000440219,0.000341989,0.002061571,0.0006613728,0.0009002009,0.0004103538,0.0003385625,0.001951149],"category_scores_gemma":[0.005803335,0.0003899221,0.0004808815,0.001054688,0.0006282689,0.0004808767,0.001046526,0.0002420818,0.0009711485],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002730622,"about_ca_system_score_gemma":0.0005564314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002054033,"about_ca_topic_score_gemma":0.002489929,"domain_scores_codex":[0.9984697,0.0002191794,0.0002793041,0.0003006517,0.0005236397,0.000207556],"domain_scores_gemma":[0.9958349,0.0008552726,0.001286311,0.00078381,0.00100724,0.0002323725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003566391,0.00003088016,0.9523979,0.00015824,0.0001556554,0.005654028,0.0007316664,0.0001226823,0.01826921,0.0002832195,0.0003643096,0.0214757],"study_design_scores_gemma":[0.00003232653,0.0003514352,0.930404,0.0001024091,0.0001868874,0.05010559,0.001090661,0.0006278606,0.008877582,0.0006313928,0.007552719,0.00003706139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858943,0.004841414,0.003344965,0.00007005512,0.00003764022,0.0001647661,0.0003285007,0.0000827255,0.005235677],"genre_scores_gemma":[0.9967825,0.0008819262,0.001436464,0.0000854837,0.00003285588,0.00003079019,0.0002485179,0.00001017004,0.0004912594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002061571,"threshold_uncertainty_score":0.008897007,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2735820171","doi":"10.1097/pgp.0000000000000412","title":"Data Set for the Reporting of Carcinomas of the Cervix: Recommendations From the International Collaboration on Cancer Reporting (ICCR)","year":2017,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Medicine; Standardization; Cervical cancer; Grading (engineering); General partnership; Cancer; Family medicine; Political science; Internal medicine","authors":[{"name":"W. Glenn McCluggage","is_ca":false},{"name":"Meagan Judge","is_ca":false},{"name":"Isabel Alvarado‐Cabrero","is_ca":false},{"name":"Máire A. Duggan","is_ca":false},{"name":"Lars‐Christian Horn","is_ca":false},{"name":"Pei Hui","is_ca":false},{"name":"Jaume Ordï","is_ca":false},{"name":"Christopher N. Otis","is_ca":false},{"name":"Kay J. Park","is_ca":false},{"name":"Marie Plante","is_ca":false},{"name":"Colin J.R. Stewart","is_ca":false},{"name":"Edwin K. Wiredu","is_ca":false},{"name":"Brian Rous","is_ca":false},{"name":"Lynn Hirschowitz","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.266932109340885,"gpt":0.462382179024499,"spread":0.1954500696836141,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.4308774,0.003126079,0.007121021,0.03185201,0.005261366,0.01229521,0.01788038,0.01071303,0.007049058],"category_scores_gemma":[0.5082279,0.003618474,0.01250612,0.03497097,0.005498724,0.009363074,0.01163866,0.02324015,0.008463583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01626183,"about_ca_system_score_gemma":0.09462336,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04504534,"about_ca_topic_score_gemma":0.02346963,"domain_scores_codex":[0.4953463,0.2035587,0.2112578,0.008181962,0.07479452,0.006860766],"domain_scores_gemma":[0.2874749,0.2016736,0.09313136,0.06198378,0.3444436,0.01129283],"domain_codex":null,"domain_gemma":"reporting","domain_candidate":"reporting","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004631167,0.0004852135,0.01214404,0.02701457,0.000701319,0.0003732798,0.003260521,0.002485225,0.002089191,0.03066591,0.7374866,0.182831],"study_design_scores_gemma":[0.0005609977,0.0003862312,0.02292277,0.03921269,0.000840692,0.000585212,0.002349679,0.001712413,0.003485024,0.01108646,0.9163646,0.0004933226],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006584616,0.02489025,0.3145291,0.2126266,0.02975271,0.1533399,0.1848159,0.005792206,0.06766883],"genre_scores_gemma":[0.01059873,0.01422694,0.664922,0.0282092,0.001786463,0.1291612,0.1439166,0.001315647,0.005863166],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.5691227,"threshold_uncertainty_score":0.7018296,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2010403722","doi":"10.1097/pgp.0b013e318264ae09","title":"Do Deeper Sections Increase the Frequency of Detection of Serous Tubal Intraepithelial Carcinoma (STIC) in the “Sectioning and Extensively Examining the FIMbriated End” (SEE-FIM) Protocol?","year":2013,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Juravinski Hospital; McMaster University Medical Centre; McMaster University","funders":"","keywords":"Serous carcinoma; Fallopian tube; Serous fluid; Medicine; Pathology; Carcinoma; Ovarian carcinoma; H&E stain; Gynecology; Ovarian cancer; Cancer; Staining; Internal medicine","authors":[{"name":"Etienne Mahé","is_ca":true},{"name":"Shangguo Tang","is_ca":true},{"name":"Pratima Deb","is_ca":true},{"name":"Monalisa Sur","is_ca":true},{"name":"Alice Lytwyn","is_ca":true},{"name":"Dean Daya","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02729051195641936,"gpt":0.2925243372380859,"spread":0.2652338252816666,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007412386,0.000355896,0.0006106337,0.001391058,0.000253753,0.0005917075,0.0003639775,0.0009682208,0.001023445],"category_scores_gemma":[0.01093957,0.0004901446,0.0004993022,0.0005711352,0.0007002091,0.001033123,0.0005465617,0.0004609287,0.0003014969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003064286,"about_ca_system_score_gemma":0.0002276853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008760965,"about_ca_topic_score_gemma":0.003116353,"domain_scores_codex":[0.9973979,0.001222291,0.000355172,0.0003788969,0.0004941125,0.000151648],"domain_scores_gemma":[0.9908669,0.004370352,0.001897418,0.001309864,0.001195403,0.0003601207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00170897,0.0002216418,0.8483968,0.000230549,0.0001863889,0.001858704,0.0006706223,0.0004676477,0.1187272,0.0001136702,0.0003225737,0.02709518],"study_design_scores_gemma":[0.00005095014,0.001825583,0.9667581,0.00007390875,0.000216932,0.004506189,0.0003769416,0.002279022,0.0216685,0.000178392,0.002036443,0.00002908972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955993,0.001271651,0.001982443,0.0001450369,0.00004398777,0.00005495673,0.00004025654,0.00003245519,0.0008298737],"genre_scores_gemma":[0.9839085,0.0008460843,0.01430147,0.0002640184,0.00007776521,0.00004155812,0.0001462401,0.00002831327,0.0003860639],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007412386,"threshold_uncertainty_score":0.0392009,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2014415612","doi":"10.1097/pgp.0b013e3180ca954f","title":"Differential Immunoreactivity of p16 in Leiomyosarcomas and Leiomyoma Variants","year":2008,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Uterine Myomas and Treatments","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":"Queen's University","funders":"","keywords":"Immunostaining; Immunohistochemistry; Myometrium; Leiomyoma; Biology; Cytokeratin; Pathology; Leiomyosarcoma; Tissue microarray; Medicine; Uterus; Endocrinology","authors":[{"name":"Brian R. Gannon","is_ca":true},{"name":"Marosh Manduch","is_ca":false},{"name":"Timothy Childs","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02489133117487859,"gpt":0.2925463528935345,"spread":0.2676550217186559,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004387192,0.0001944375,0.0002249168,0.001434161,0.0001803852,0.0003169762,0.0001556873,0.0002515101,0.0008609155],"category_scores_gemma":[0.001187911,0.0002963925,0.0001788454,0.0004965897,0.000447295,0.000278185,0.0004273839,0.0001541686,0.0002363566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000172535,"about_ca_system_score_gemma":0.0001253005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004099729,"about_ca_topic_score_gemma":0.0008223527,"domain_scores_codex":[0.9996271,0.0000585116,0.00005619733,0.0001079217,0.00008563115,0.00006446854],"domain_scores_gemma":[0.9993479,0.0002019317,0.0002020009,0.00005423057,0.00007348712,0.0001204484],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001178856,0.0000330986,0.6622079,0.00008854763,0.0001026317,0.003028937,0.0005794875,0.0002241039,0.3255147,0.0001699776,0.00007515356,0.006796653],"study_design_scores_gemma":[0.00002883783,0.0003689005,0.9694889,0.00001293328,0.00004389592,0.008425358,0.0005495909,0.0005562213,0.01960843,0.0002651338,0.0006401857,0.00001182103],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994338,0.00015982,0.0001510253,0.000005267768,0.000001292091,0.000004619135,0.00003926228,0.000004594523,0.0002002738],"genre_scores_gemma":[0.9991944,0.000111813,0.000325908,0.000006533111,0.000003717995,0.00001372926,0.000163867,0.000002802521,0.0001772622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001434161,"threshold_uncertainty_score":0.002880096,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2061461769","doi":"10.1097/00004347-200201000-00004","title":"Ovarian Teratomas with Florid Benign Vascular Proliferation: A Distinctive Finding Associated with the Neural Component of Teratomas that may be Confused with a Vascular Neoplasm","year":2002,"lang":"en","type":"article","venue":"International Journal of Gynecological Pathology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":51,"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":"Immature teratoma; Pathology; Ovarian Teratoma; Teratoma; Neoplasm; Biology; Neuroepithelial cell; Ovary; Immunohistochemistry; Angiogenesis; Germ cell tumors; Medicine; Neural stem cell; Cancer research; Stem cell; Cell biology; Endocrinology","authors":[{"name":"Patricia M. Baker","is_ca":true},{"name":"Juan Rosaí","is_ca":false},{"name":"Robert H. Young","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03264238567416626,"gpt":0.2580908513495793,"spread":0.225448465675413,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002918647,0.0008596145,0.0004100327,0.001670953,0.0008397659,0.000540491,0.0005693289,0.001143553,0.00115963],"category_scores_gemma":[0.003658353,0.0008407507,0.0004003459,0.000809769,0.001303312,0.0004707932,0.0009680916,0.0007116975,0.0003856244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003734347,"about_ca_system_score_gemma":0.0002519892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00126822,"about_ca_topic_score_gemma":0.001505397,"domain_scores_codex":[0.9995901,0.00005351042,0.00007442588,0.00005955917,0.00007993059,0.0001424394],"domain_scores_gemma":[0.9982998,0.0004975238,0.0006381466,0.0001586394,0.00007394561,0.0003320422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001941033,0.00005936335,0.1535764,0.00009652233,0.00004784535,0.8314004,0.000507252,0.0002572034,0.007583426,0.0002929802,0.0002623298,0.005722158],"study_design_scores_gemma":[0.00001741468,0.0001349326,0.05972445,0.00001364235,0.00002451583,0.9374123,0.000156413,0.0003207935,0.001431346,0.0001467676,0.0006036256,0.00001376578],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965778,0.001025897,0.0008892387,0.00007203274,0.00002669126,0.00003398447,0.00006351722,0.00004507676,0.001265733],"genre_scores_gemma":[0.9990243,0.0001687602,0.0005183202,0.00003278847,0.00003214607,0.000008947796,0.00003780256,0.000005971749,0.0001708611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001670953,"threshold_uncertainty_score":0.003879368,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}