{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001057158,0.0004052561,0.0005554921,0.001915613,0.0001950771,0.0006849297,0.0003046328,0.0003151585,0.001859309],"category_scores_gemma":[0.003642984,0.00009692963,0.0005158178,0.0009272401,0.0002655357,0.0004583406,0.0008915981,0.0003134849,0.0003772092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002947455,"about_ca_system_score_gemma":0.0005410301,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007273812,"about_ca_topic_score_gemma":0.001468913,"domain_scores_codex":[0.9995368,0.0001142378,0.0001004356,0.00006081698,0.0001177657,0.00006998816],"domain_scores_gemma":[0.9987387,0.0002638965,0.0005038396,0.00004937663,0.0002202727,0.0002239612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003774687,0.00004542552,0.9802216,0.00006608492,0.00008745224,0.000114181,0.00004441723,0.00057641,0.0006443987,0.0001360214,0.001390086,0.01629657],"study_design_scores_gemma":[0.00007985962,0.0006244408,0.9890319,0.00004252198,0.00009256459,0.001073694,0.0001177951,0.00495863,0.0006035682,0.0004023676,0.00295242,0.00002030162],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891777,0.0007552043,0.003069657,0.0001547035,0.00007473543,0.0002266866,0.002652254,0.0000704837,0.003818627],"genre_scores_gemma":[0.9916735,0.0003049888,0.002525217,0.0000696087,0.00006315241,0.000145907,0.004443744,0.00001627798,0.0007574853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001915613,"threshold_uncertainty_score":0.006219983,"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."}}