{"id":"W2046312742","doi":"10.3892/ol.2014.2630","title":"OVSCORE - a validated score to identify ovarian cancer patients not suitable for primary surgery","year":2014,"lang":"en","type":"article","venue":"Oncology Letters","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Mount Sinai Hospital","funders":"Technische Universität München; American Society of Clinical Oncology","keywords":"Medicine; Ovarian cancer; Oncology; Internal medicine; Grading (engineering); Lymph node; Cancer; Cohort; Receiver operating characteristic; Proportional hazards model; Stage (stratigraphy)","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004937848,0.0002171159,0.0006097805,0.0002194079,0.000157215,0.0000285917,0.0001238236,0.0001869106,0.0001913377],"category_scores_gemma":[0.0003114187,0.0002065181,0.0001962847,0.0002443783,0.00007900936,0.0001272519,0.00005877357,0.0001386336,0.00005877665],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003366961,"about_ca_system_score_gemma":0.000235581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003825422,"about_ca_topic_score_gemma":0.0001042953,"domain_scores_codex":[0.9982396,0.00008425752,0.0004396883,0.0004453597,0.0002433853,0.0005477031],"domain_scores_gemma":[0.9985784,0.0005358026,0.0001763221,0.000306245,0.0001630964,0.0002400803],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000789962,0.0002934147,0.6768413,0.0001881497,0.0001638586,0.00001937038,0.0004480403,0.00002817107,0.03776833,0.0001099786,0.2546461,0.02870341],"study_design_scores_gemma":[0.002375507,0.0003076784,0.8674027,0.0001522661,0.0001957837,0.000008617495,0.00001206613,0.00005718637,0.00452582,0.00003724357,0.1246715,0.000253702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730922,0.00005534535,0.001187174,0.02272599,0.001518258,0.0008607741,0.00004918266,0.0001080327,0.0004030365],"genre_scores_gemma":[0.9303588,0.00001224029,0.001158246,0.06589463,0.0007439563,0.0002793169,0.0005117443,0.00005861717,0.0009824067],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1905614,"threshold_uncertainty_score":0.8421562,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03927386653185373,"score_gpt":0.3287970967550366,"score_spread":0.2895232302231829,"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."}}