{"id":"W1569063554","doi":"10.1002/cncr.27486","title":"Leapfrog volume thresholds and perioperative complications after radical prostatectomy","year":2012,"lang":"en","type":"article","venue":"Cancer","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Perioperative; Confounding; Comorbidity; Concomitant; Prostate cancer; Emergency medicine; Surgery; Internal medicine; Cancer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001174902,0.0001393651,0.0001344187,0.0005463473,0.0001679894,0.0005967154,0.0004127981,0.0002922264,0.0008106024],"category_scores_gemma":[0.009053087,0.0001026289,0.0004068131,0.0004590382,0.0003220488,0.0004954762,0.0004212003,0.0005401518,0.00006289088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005871271,"about_ca_system_score_gemma":0.0005230379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002278997,"about_ca_topic_score_gemma":0.002861047,"domain_scores_codex":[0.9993103,0.0002034871,0.00009758353,0.00007559867,0.0001934855,0.0001196295],"domain_scores_gemma":[0.9907183,0.002486934,0.00540535,0.0001499722,0.000336465,0.0009030348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008296604,0.00002714908,0.9964818,0.000007295947,0.00003095375,0.00002577431,0.00001990072,0.0001428813,0.00003799429,0.00002027234,0.00006690424,0.003056047],"study_design_scores_gemma":[0.000006417126,0.0002354247,0.9989315,0.00001050322,0.00002150422,0.0001470885,0.0000539781,0.0003559444,0.00006618318,0.00005714871,0.0001105495,0.000003895897],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989625,0.0003912226,0.0001109755,0.0001414306,0.00000763489,0.000006266971,0.00004875188,0.00000343324,0.0003278409],"genre_scores_gemma":[0.9997316,0.00005561351,0.00008859579,0.00002298431,0.00001049056,0.000003214502,0.000054329,7.780578e-7,0.00003238056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002278997,"threshold_uncertainty_score":0.006213546,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091965938165096,"score_gpt":0.3101634596853706,"score_spread":0.2892438003037197,"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."}}