{"id":"W1974159970","doi":"10.1158/1055-9965.epi-07-0495","title":"Prediagnostic C-Peptide and Risk of Prostate Cancer","year":2007,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"Cancer, Lipids, and Metabolism","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Jewish General Hospital; BC Cancer Agency","funders":"","keywords":"Prostate cancer; Medicine; Prospective cohort study; Cancer; Demography; Ethnic group; Norwegian; Cohort; Internal medicine; Gerontology; Oncology; Residence; Cohort study; Prostate-specific antigen; Odds ratio; Gynecology","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":[0.0006170989,0.0003434661,0.0003105116,0.001027109,0.000654959,0.0007326451,0.0005934578,0.0006540215,0.001468834],"category_scores_gemma":[0.00241817,0.0004364214,0.0003357889,0.001032268,0.0004263531,0.0002301797,0.0003298406,0.0007194771,0.0001535346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004320475,"about_ca_system_score_gemma":0.0005788413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03824724,"about_ca_topic_score_gemma":0.03814314,"domain_scores_codex":[0.9995295,0.0001195948,0.00003097647,0.0001300163,0.000101675,0.00008830537],"domain_scores_gemma":[0.9977894,0.0003860007,0.0007649356,0.0002353734,0.0002264978,0.0005978251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001694605,0.0000403978,0.9985175,0.000006205255,0.00005043458,0.00004465854,0.00003018715,0.00004111412,0.000189576,0.00001841083,0.00005789682,0.000834265],"study_design_scores_gemma":[0.000007855055,0.00009736598,0.9992348,0.000004047989,0.00003718686,0.0002175721,0.00003197951,0.000157807,0.00007436467,0.00002807081,0.0001047753,0.000004260443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982784,0.0007053147,0.00009518055,0.00004820581,0.000006993576,0.000008654753,0.0003215632,0.000007251869,0.0005283314],"genre_scores_gemma":[0.9988273,0.0003637745,0.0002086445,0.0000268036,0.00002286295,0.000004344176,0.0003013043,0.000002902297,0.0002420979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03824724,"threshold_uncertainty_score":0.07604921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01696719164987615,"score_gpt":0.3248929969453627,"score_spread":0.3079258052954866,"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."}}