{"id":"W2528688208","doi":"10.1002/pros.23262","title":"Elevated C‐Peptides, Abdominal Obesity, and Abnormal Adipokine Profile are Associated With Higher Gleason Scores in Prostate Cancer","year":2016,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Waterloo","funders":"","keywords":"Medicine; Prostate cancer; Leptin; Adiponectin; Prostate; Adipokine; Urology; Internal medicine; Abdominal obesity; Biopsy; Waist; Obesity; Prostate-specific antigen; Cancer; Endocrinology; Insulin resistance","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003129526,0.0003333157,0.0004684017,0.00009477403,0.0001302375,0.00004835684,0.0001010877,0.00006440005,0.000167823],"category_scores_gemma":[0.00005209913,0.000156001,0.0000462296,0.0003376251,0.0002790205,0.0002043508,0.00008928873,0.0002037147,0.00002365558],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004001977,"about_ca_system_score_gemma":0.0001904333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007262633,"about_ca_topic_score_gemma":0.001294513,"domain_scores_codex":[0.9981517,0.00009706126,0.0003240923,0.0004621814,0.0003438537,0.0006211795],"domain_scores_gemma":[0.9989328,0.0001303924,0.0002586297,0.000310729,0.0001895481,0.0001779363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002419203,0.0004166355,0.9781397,0.0001093074,0.0002714148,0.0003300033,0.0006076013,0.000005922001,0.002472033,0.0000536279,0.001829198,0.01334538],"study_design_scores_gemma":[0.008825234,0.0009773583,0.9701942,0.002849042,0.0002266111,0.0000342844,0.00005750364,0.00004478576,0.01510156,0.0002537445,0.001158644,0.0002770623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9858899,0.003024146,0.000001475219,0.008264403,0.00007980079,0.002036797,0.0003516763,0.0001238206,0.000227964],"genre_scores_gemma":[0.9915668,0.002380722,0.0000578168,0.0004190283,0.00006527014,0.0009655372,0.00005220513,0.00005688875,0.00443571],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01306832,"threshold_uncertainty_score":0.6361535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01290529638724401,"score_gpt":0.2478402286534314,"score_spread":0.2349349322661874,"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."}}