{"id":"W4280566139","doi":"10.1016/j.jogc.2022.02.051","title":"Predictive Value of Perioperative CA-125 and Ultrasound in Early Ovarian and Fallopian Tube Cancers","year":2022,"lang":"en","type":"article","venue":"Journal of Obstetrics and Gynaecology Canada","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Medicine; Serous fluid; Predictive value; Serous carcinoma; Fallopian tube; Ovarian cancer; Perioperative; Ovarian carcinoma; Gynecology; Ultrasound; Oncology; Obstetrics; Radiology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008579473,0.0003993423,0.0004205117,0.001052261,0.0003047789,0.0009232233,0.0005398677,0.0007048256,0.00179319],"category_scores_gemma":[0.009973937,0.0002919159,0.0005902739,0.0007868009,0.0004984943,0.0005310281,0.0003715451,0.001202804,0.0001519769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005768674,"about_ca_system_score_gemma":0.001170782,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008547664,"about_ca_topic_score_gemma":0.01590144,"domain_scores_codex":[0.999574,0.000116261,0.00005298899,0.00004462695,0.0001194584,0.00009257736],"domain_scores_gemma":[0.9958689,0.001990534,0.0007777807,0.000174956,0.0004575257,0.0007302034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004755454,0.00003286664,0.9954385,0.00001586454,0.00005622188,0.0001302867,0.00002013883,0.000170779,0.000242338,0.0000389872,0.0001119499,0.003266606],"study_design_scores_gemma":[0.00002021749,0.0001972784,0.9957808,0.00003230133,0.000259053,0.0007619621,0.0002097695,0.001727285,0.0004322548,0.0001158265,0.00045184,0.00001150271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913952,0.004786558,0.0002502296,0.0003616064,0.000119029,0.00001401532,0.000270677,0.00002011529,0.002782464],"genre_scores_gemma":[0.9988153,0.0005051178,0.0001746211,0.00005040996,0.00006680107,0.000004256032,0.0001422147,0.00000365094,0.0002376573],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008547664,"threshold_uncertainty_score":0.01699585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007213439514536771,"score_gpt":0.2223016583641962,"score_spread":0.2150882188496594,"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."}}