{"id":"W4296906762","doi":"10.1016/j.ygyno.2022.08.020","title":"Germline BRCA mutation carriers are more likely to undergo cytoreductive surgery for relapsed, platinum sensitive, ovarian cancer","year":2022,"lang":"en","type":"article","venue":"Gynecologic Oncology","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"Juravinski Cancer Centre; Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; BRCA mutation; Ovarian cancer; Germline mutation; Oncology; Internal medicine; Germline; Cancer; Serous fluid; Mutation; Gynecology; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001314027,0.0001703881,0.0002500754,0.0005182704,0.0004613927,0.0004598995,0.0002236229,0.0004889463,0.007794936],"category_scores_gemma":[0.001898369,0.0001669976,0.0003761698,0.0004824872,0.0002201871,0.0002972837,0.0001550486,0.0006800185,0.0003957908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001424884,"about_ca_system_score_gemma":0.0002777062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002906604,"about_ca_topic_score_gemma":0.003275668,"domain_scores_codex":[0.9998696,0.00001865094,0.000009678906,0.00003849131,0.00003114497,0.00003249446],"domain_scores_gemma":[0.9992675,0.0001583226,0.0003619588,0.00003210102,0.00003540634,0.0001446235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001967253,0.00007473089,0.9921749,0.00001709784,0.00008979072,0.001275846,0.0000811166,0.0000867522,0.001477527,0.00009583729,0.0006401073,0.003789396],"study_design_scores_gemma":[0.00001519517,0.0001673144,0.9916004,0.00001414959,0.00008932545,0.006107951,0.0002712054,0.0002610125,0.0002261518,0.0001732741,0.001065003,0.000009096532],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977137,0.0004522148,0.00008985285,0.0002453569,0.00005562578,0.000004947924,0.0002102549,0.000006530668,0.001221463],"genre_scores_gemma":[0.9985474,0.0001687848,0.00007037916,0.0001246869,0.00004273632,0.000002921352,0.0001425516,0.000005845305,0.000894658],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007794936,"threshold_uncertainty_score":0.02607667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03575425358351488,"score_gpt":0.3307548590159046,"score_spread":0.2950006054323898,"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."}}