{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002316607,0.0002211702,0.0004128311,0.00009176324,0.00008490437,0.000003706167,0.0001335916,0.000280795,0.00004826208],"category_scores_gemma":[0.0008195679,0.0002083961,0.0001705025,0.0001185763,0.0003727738,0.00001025982,0.00009181671,0.0001289459,0.000001814833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004170028,"about_ca_system_score_gemma":0.0001495955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244144,"about_ca_topic_score_gemma":0.002926138,"domain_scores_codex":[0.9979127,0.0003768259,0.0006260875,0.0005488971,0.00007948201,0.0004560159],"domain_scores_gemma":[0.9986494,0.0002308697,0.0005350586,0.0003123153,0.0001191414,0.0001531759],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000698759,0.00005123929,0.8376172,0.00009208976,0.0006456221,1.304826e-7,0.000078635,0.00007543513,0.03963179,0.00009385607,0.04825595,0.07275929],"study_design_scores_gemma":[0.001495394,0.0002720878,0.6996852,0.000165849,0.000409343,0.000007706191,0.00009384932,0.00004825039,0.0103462,0.00176978,0.2853867,0.0003195814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8883269,0.1004599,0.003536733,0.000356548,0.006262728,0.0005902288,0.000176504,0.00002131404,0.0002690808],"genre_scores_gemma":[0.6877869,0.2892058,0.005207906,0.0006862498,0.01203759,0.000550441,0.0004545624,0.0000904858,0.003980058],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2371308,"threshold_uncertainty_score":0.8498148,"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."}}