{"id":"W2094698614","doi":"10.1097/igc.0000000000000257","title":"Gynecologic Cancer InterGroup (GCIG) Consensus Review for Ovarian and Primary Peritoneal Low-Grade Serous Carcinomas","year":2014,"lang":"en","type":"review","venue":"International Journal of Gynecological Cancer","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Serous fluid; Ovarian cancer; Clear cell; Serous ovarian cancer; Oncology; Clinical trial; Serous carcinoma; Ovary; Internal medicine; Cancer; Pathology; Carcinoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007251223,0.0006576464,0.003731959,0.0002613604,0.00008674149,0.00007826962,0.0005186099,0.0005004369,0.001413015],"category_scores_gemma":[0.0007179834,0.0004209416,0.001311901,0.0001605121,0.0002251089,0.00007213002,0.000180661,0.000808911,0.000009143979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002486449,"about_ca_system_score_gemma":0.001624941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007781298,"about_ca_topic_score_gemma":0.00008313476,"domain_scores_codex":[0.996123,0.0002481926,0.001848675,0.0006310345,0.0006976268,0.0004514726],"domain_scores_gemma":[0.9946582,0.001728078,0.001926979,0.0002625459,0.001029137,0.0003950796],"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":[0.0002599241,0.0005957221,0.001284716,0.02257648,0.003193862,0.000837839,0.00002179718,0.000002735046,0.000002217803,0.0002048305,0.01898728,0.9520326],"study_design_scores_gemma":[0.002888089,0.001360238,0.004326618,0.04560667,0.004900322,0.001463155,0.000006602295,0.000007809405,0.000002810697,0.00008694498,0.9389559,0.0003948116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005897761,0.9845752,0.00003595373,0.008482007,0.00373781,0.001843479,0.000397401,0.00002441536,0.0003140062],"genre_scores_gemma":[0.001413402,0.9879267,0.0009616597,0.005768053,0.00234075,0.001068192,0.00009829602,0.00006771717,0.0003552623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9516378,"threshold_uncertainty_score":0.9998242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06329750467361535,"score_gpt":0.4041130394950164,"score_spread":0.340815534821401,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}