{"id":"W1689819823","doi":"10.5489/cuaj.920","title":"Prostate gland biopsies and prostatectomies: an Ontario community hospital experience","year":2013,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Campbell Scientific (Canada); South Bruce Grey Health Centre","funders":"","keywords":"Prostate gland; Medicine; Prostate; General surgery; Pathology; Urology; Internal medicine; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0008462209,0.0004515211,0.0002035084,0.0007881994,0.003655031,0.001160447,0.0007400168,0.0005825775,0.003235385],"category_scores_gemma":[0.003521534,0.0006704224,0.0002099972,0.002663323,0.001355056,0.000567234,0.00142447,0.0005661125,0.0002959029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01481266,"about_ca_system_score_gemma":0.01621698,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.6725219,"about_ca_topic_score_gemma":0.8936344,"domain_scores_codex":[0.998097,0.0002563514,0.0001114649,0.0002207614,0.0007396497,0.0005748198],"domain_scores_gemma":[0.9961914,0.0004476668,0.0009522531,0.0001511528,0.0007966433,0.001460913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001760633,0.0002475299,0.9316536,0.0003126494,0.00005678141,0.01364928,0.01589488,0.0001350858,0.002081027,0.0001818272,0.003359026,0.03225228],"study_design_scores_gemma":[0.00002151863,0.0003420447,0.9712893,0.0001311182,0.00002447961,0.00968843,0.009106457,0.0001263884,0.0001879538,0.00004241888,0.00900993,0.0000298181],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9911724,0.002842957,0.0001544155,0.000696263,0.00002633749,0.0001000378,0.0002268757,0.0000154254,0.004765217],"genre_scores_gemma":[0.994508,0.002919848,0.000346863,0.0004090676,0.00003279882,0.00002590131,0.0002508049,0.0000103593,0.001496366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6725219,"threshold_uncertainty_score":0.6588132,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01330297243709544,"score_gpt":0.2301380238799051,"score_spread":0.2168350514428097,"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."}}