{"id":"W2766909368","doi":"10.1002/ijgo.12376","title":"The prognostic value of perioperative, pre‐systemic therapy <scp>CA</scp> 125 levels in patients with high‐grade serous ovarian cancer","year":2017,"lang":"en","type":"article","venue":"International Journal of Gynecology & Obstetrics","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Hazard ratio; Confidence interval; Proportional hazards model; Internal medicine; Univariate analysis; Multivariate analysis; Serous fluid; Perioperative; Oncology; Surgery; Gastroenterology","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":[0.0003017549,0.0001714355,0.0002154141,0.0003655405,0.0001946576,0.0005223303,0.0001789788,0.0002538725,0.0006958701],"category_scores_gemma":[0.001627224,0.0001386363,0.0002324341,0.0005550383,0.0002942847,0.0002903839,0.0001722252,0.0003518253,0.00009038746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002643774,"about_ca_system_score_gemma":0.0002889699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002863134,"about_ca_topic_score_gemma":0.004142731,"domain_scores_codex":[0.9998569,0.00003097329,0.00001678147,0.00003149101,0.00003255928,0.0000312233],"domain_scores_gemma":[0.9989154,0.0002469879,0.0004966876,0.00006533563,0.00008695287,0.0001886627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001227358,0.000006268862,0.9990668,0.000002780743,0.00001464947,0.00004092434,0.000005788291,0.00003632195,0.0001426626,0.000003420953,0.00002571503,0.0005320003],"study_design_scores_gemma":[0.000005982165,0.00008549209,0.9991733,0.000001857352,0.00002133171,0.0002465381,0.00003387431,0.000256906,0.0001047654,0.000009944394,0.00005785606,0.000002030779],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993917,0.0002436889,0.00004870933,0.00002171548,0.000003795011,0.000001893553,0.0001141731,0.000001892221,0.0001723996],"genre_scores_gemma":[0.9997758,0.00004082201,0.00003087764,0.000006275896,0.000006048002,0.000001268579,0.0001080359,4.692933e-7,0.0000303237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002863134,"threshold_uncertainty_score":0.005692899,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01834815002680313,"score_gpt":0.2954184654501982,"score_spread":0.2770703154233951,"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."}}