{"id":"W2493518155","doi":"10.1158/1055-9965.epi-15-1299","title":"Validation of a Novel Biomarker Panel for the Detection of Ovarian Cancer","year":2016,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Coagulation, Bradykinin, Polyphosphates, and Angioedema","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Mount Sinai Hospital","funders":"National Institute of General Medical Sciences; National Cancer Institute","keywords":"Ovarian cancer; Biomarker; Medicine; Oncology; Cancer; Internal medicine; Cancer biomarkers; Biology","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":[0.009241016,0.001096755,0.001033492,0.00259962,0.0005433593,0.001715543,0.0007698789,0.001453656,0.001202947],"category_scores_gemma":[0.008769711,0.0003361012,0.0007615366,0.001477683,0.0006348474,0.0006806059,0.001264406,0.0008292541,0.0007147572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006387582,"about_ca_system_score_gemma":0.001463929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001112986,"about_ca_topic_score_gemma":0.001822321,"domain_scores_codex":[0.9947993,0.001790578,0.0003798085,0.0009820735,0.001806834,0.0002414119],"domain_scores_gemma":[0.9959626,0.001290172,0.0006675171,0.0003815477,0.001436294,0.0002619496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003004161,0.001302485,0.6261061,0.0006289346,0.001386627,0.0003612597,0.000265524,0.008460303,0.2828269,0.0004171066,0.002291884,0.07294869],"study_design_scores_gemma":[0.0005416,0.007470903,0.6195827,0.0002976311,0.002161515,0.003077439,0.0004119297,0.08461834,0.256665,0.002037749,0.02295625,0.0001790136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446712,0.003934273,0.04176032,0.0009258749,0.0001838665,0.0007354885,0.005210505,0.0004722614,0.002106327],"genre_scores_gemma":[0.9486407,0.0006049477,0.04302784,0.0006701036,0.0001146046,0.0003433827,0.005760953,0.00003046018,0.0008070072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009241016,"threshold_uncertainty_score":0.04887176,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1441608985661797,"score_gpt":0.3870433230810406,"score_spread":0.2428824245148609,"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."}}