{"id":"W4417524363","doi":"10.1097/aog.0000000000006124","title":"Canadian Management of Serous Tubal Intraepithelial Carcinoma","year":2025,"lang":"en","type":"article","venue":"Obstetrics and Gynecology","topic":"Endometrial and Cervical Cancer Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Serous carcinoma; Serous fluid; Incidence (geometry); Cohort; Cohort study; Proportional hazards model; Retrospective cohort study; Ovarian carcinoma","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00068832,0.0003361515,0.0002915118,0.002228683,0.004176671,0.000957263,0.001184828,0.000642839,0.006752095],"category_scores_gemma":[0.002946738,0.0002000844,0.0004293875,0.004163505,0.0005288813,0.0002960514,0.0009342426,0.0008750691,0.0006253169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03362445,"about_ca_system_score_gemma":0.05761293,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.969777,"about_ca_topic_score_gemma":0.9814384,"domain_scores_codex":[0.9988469,0.00008483183,0.00005557076,0.0001242472,0.0005714164,0.0003170347],"domain_scores_gemma":[0.9977985,0.00006955327,0.0002209397,0.00006216807,0.001108792,0.0007400648],"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":[0.0004489715,0.0002192124,0.3171543,0.0007727892,0.0002075024,0.008024511,0.001535788,0.0007231801,0.001232986,0.006465396,0.3729355,0.2902799],"study_design_scores_gemma":[0.0002864874,0.0002406981,0.492682,0.001125493,0.0002871669,0.02219512,0.003354303,0.00170567,0.00110385,0.002442786,0.4743538,0.0002226036],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.3855078,0.1066099,0.003087855,0.1233506,0.003663464,0.0007949793,0.01701736,0.0006617579,0.3593063],"genre_scores_gemma":[0.9110113,0.03784022,0.004217025,0.01555695,0.0008822159,0.0001471747,0.006013907,0.0001133266,0.02421787],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03362445,"threshold_uncertainty_score":0.2439637,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01069413661976722,"score_gpt":0.2576307611956195,"score_spread":0.2469366245758523,"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."}}