{"id":"W2098045413","doi":"10.1002/pros.21203","title":"The relationship between adiposity and gleason score in men with localized prostate cancer","year":2010,"lang":"en","type":"article","venue":"The Prostate","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canadian Cancer Society Research Institute; Canada Research Chairs; Cancer Care Ontario; Cancer Research Institute","keywords":"Prostate cancer; Medicine; Prostate; Internal medicine; Oncology; Prostate disease; Cancer; Endocrinology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004265067,0.0001702283,0.0002187909,0.00003387603,0.0003257918,0.00006769214,0.00008943025,0.0000485201,0.000009242617],"category_scores_gemma":[0.00007300595,0.00007747894,0.0000275985,0.0002166321,0.0003161517,0.00008700472,0.00005201799,0.000442769,0.000007821535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008493201,"about_ca_system_score_gemma":0.0001592616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001039385,"about_ca_topic_score_gemma":0.002139664,"domain_scores_codex":[0.9989474,0.0000651445,0.0002064938,0.0002535134,0.0002046768,0.0003228064],"domain_scores_gemma":[0.998955,0.0004044299,0.000102018,0.0003513861,0.00006634677,0.0001208357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006735647,0.0000398635,0.9837087,0.00004183773,0.00007039387,0.00001543449,0.00161428,0.000005058016,0.0001135431,0.0004736074,0.0003529192,0.01289078],"study_design_scores_gemma":[0.00302658,0.0002900061,0.9872208,0.0002278305,0.0001738704,0.00001431383,0.0001086566,0.00007106099,0.001688128,0.002182504,0.004882254,0.0001139834],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783314,0.002383832,0.00000293584,0.01672197,0.00004700346,0.001852927,0.00004952015,0.00004898169,0.0005614525],"genre_scores_gemma":[0.9970115,0.0009900789,0.0001055825,0.0001724725,0.00006244709,0.000599956,0.00002414592,0.00002622402,0.001007524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01868019,"threshold_uncertainty_score":0.31595,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02663664648352441,"score_gpt":0.2919500194208055,"score_spread":0.2653133729372811,"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."}}