{"id":"W4200109594","doi":"10.1097/ju.0000000000002205.01","title":"Editorial Comment","year":2021,"lang":"es","type":"editorial","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Prostate cancer; Cancer; General surgery; Gynecology; Family medicine; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005154669,0.001251326,0.001290316,0.00210603,0.002706413,0.006948301,0.003658437,0.01267626,0.3980447],"category_scores_gemma":[0.05498068,0.0005966173,0.002068257,0.0009926992,0.001808651,0.004862906,0.003100746,0.009792399,0.2330865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002745517,"about_ca_system_score_gemma":0.005341579,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00178589,"about_ca_topic_score_gemma":0.003180371,"domain_scores_codex":[0.9928308,0.001019233,0.0006084389,0.001137642,0.003534005,0.0008699624],"domain_scores_gemma":[0.9722529,0.00406878,0.001615272,0.001904932,0.01636469,0.003793345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001293049,0.000004655162,0.0000273041,0.00005686865,0.000003014063,0.00007197075,0.0000108004,0.000005411445,0.000018349,0.0003796066,0.9937717,0.005637519],"study_design_scores_gemma":[0.00001857265,0.000007344201,0.00007251654,0.0001745654,0.000005012524,0.0001475838,0.00004360536,0.00001669565,0.00005425284,0.0004805335,0.9989729,0.000006385543],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0002251625,0.002732266,0.000532163,0.1975883,0.7285592,0.0001682603,0.001179234,0.0008110961,0.06820431],"genre_scores_gemma":[0.004915959,0.005340606,0.0009735581,0.240595,0.4171862,0.0002854511,0.001745711,0.0007632546,0.3281943],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3980447,"threshold_uncertainty_score":0.8586161,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154756516082732,"score_gpt":0.29028703867412,"score_spread":0.2787394735132926,"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."}}