{"id":"W2155587446","doi":"10.1158/1940-6207.capr-10-0195","title":"Ovarian Cancer Biomarker Performance in Prostate, Lung, Colorectal, and Ovarian Cancer Screening Trial Specimens","year":2011,"lang":"en","type":"article","venue":"Cancer Prevention Research","topic":"Ovarian cancer diagnosis and treatment","field":"Medicine","cited_by":297,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"National Cancer Institute","keywords":"Ovarian cancer; Biomarker; Oncology; Internal medicine; Medicine; Cancer; Prostate cancer; Population; Colorectal cancer; Prostate; Asymptomatic; Pathology; 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":[0.005681544,0.0003344558,0.0006266204,0.0006185633,0.0002814906,0.0008388382,0.0002612486,0.0004312766,0.000691389],"category_scores_gemma":[0.008716228,0.0001766168,0.0004235225,0.0005592598,0.0003144751,0.0003963909,0.000408984,0.0003707381,0.00022592],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003607623,"about_ca_system_score_gemma":0.0004991593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009647048,"about_ca_topic_score_gemma":0.001193644,"domain_scores_codex":[0.9975234,0.001448501,0.0002347595,0.0003202276,0.0002913482,0.0001818116],"domain_scores_gemma":[0.9965466,0.001418413,0.0006785717,0.000500169,0.0005485784,0.0003077006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05835626,0.001176539,0.8846756,0.0001918488,0.0006219844,0.0001590556,0.0002838477,0.001739181,0.02163115,0.0002763858,0.001667294,0.02922081],"study_design_scores_gemma":[0.004797264,0.02863132,0.9233229,0.00005764412,0.0007982706,0.0006634186,0.0001757172,0.003178667,0.03341323,0.0003981891,0.004516922,0.0000465912],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966828,0.0009783055,0.0004795592,0.00004637145,0.00001705204,0.000199072,0.0005959214,0.00001315477,0.0009877058],"genre_scores_gemma":[0.9965707,0.0001445809,0.0005745622,0.00008797975,0.00002014767,0.0001649696,0.002065507,0.000005226623,0.0003663071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005681544,"threshold_uncertainty_score":0.03004724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1568514642652134,"score_gpt":0.4237008069469277,"score_spread":0.2668493426817142,"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."}}