{"id":"W4417201296","doi":"10.1158/1557-3265.earlyonsetca25-b019","title":"Abstract B019: Lifestyle and reproductive factors and early-onset invasive epithelial ovarian cancer risk","year":2025,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Mary's Hospital Centre; Université de Montréal; McGill University","funders":"","keywords":"Ovarian cancer; Odds ratio; Logistic regression; Body mass index; Risk factor; Population; Epithelial ovarian cancer; Serous fluid","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004678118,0.0003169985,0.0002405545,0.0007764875,0.0004734299,0.000724244,0.0005150491,0.0002594863,0.006087883],"category_scores_gemma":[0.001963271,0.0001455401,0.0005865893,0.001290808,0.000259241,0.00020444,0.0003757675,0.0004507996,0.0002905365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001488495,"about_ca_system_score_gemma":0.002714935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4026323,"about_ca_topic_score_gemma":0.3351085,"domain_scores_codex":[0.9997339,0.00005225743,0.00002097447,0.00006541712,0.0000652777,0.00006215129],"domain_scores_gemma":[0.9986337,0.0001995027,0.0005245831,0.00005829512,0.0003059793,0.0002778729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008577976,0.00001740053,0.9966944,0.00003425431,0.00008073031,0.00003821096,0.00003420489,0.00004748697,0.0001372322,0.00003085104,0.0004346114,0.002364787],"study_design_scores_gemma":[0.000006213537,0.00002583267,0.999079,0.00001544787,0.00004348465,0.00004899388,0.00004815304,0.0001228027,0.00005107396,0.00001986802,0.0005370186,0.000002187938],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793042,0.002787011,0.0005306142,0.000617606,0.00005045373,0.00009283109,0.01370075,0.00004334778,0.002873313],"genre_scores_gemma":[0.9940989,0.0004643203,0.0004326012,0.00008192282,0.00004324735,0.00002908481,0.002907333,0.000005544182,0.001936926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4026323,"threshold_uncertainty_score":0.8005774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1278218663356787,"score_gpt":0.484706311599002,"score_spread":0.3568844452633233,"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."}}