{"id":"W2121300579","doi":"10.5489/cuaj.2016","title":"Oncological and functional outcomes of 722 robot-assisted radical prostatectomy (RARP) cases: The largest Canadian 5-year experience","year":2014,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal; Université de Montréal; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Stage (stratigraphy); Blood loss; Urinary continence; Blood transfusion; Surgery; Surgical margin; Biochemical recurrence; Urology; Cancer; Internal medicine; Resection","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00071191,0.0001724441,0.0003949587,0.0001426714,0.0004662205,0.0000780361,0.00009933938,0.0002384468,0.0007215621],"category_scores_gemma":[0.00164232,0.0001020314,0.0001320257,0.0001955237,0.0001726753,0.0000769919,0.0000179957,0.0005175433,0.00001632528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001484601,"about_ca_system_score_gemma":0.001074262,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02937331,"about_ca_topic_score_gemma":0.04812685,"domain_scores_codex":[0.9981828,0.0002355875,0.0003922615,0.0002435266,0.0003946443,0.0005512259],"domain_scores_gemma":[0.9975875,0.0005377211,0.00023101,0.0001348716,0.0002477256,0.001261152],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000537103,0.00007307299,0.99194,0.000003712407,0.0001135221,0.0001423428,0.0001130146,0.0000162078,0.00001806783,0.0009752716,0.003404064,0.003146977],"study_design_scores_gemma":[0.001512396,0.0005955505,0.9398208,0.00001302826,0.00008459946,0.000437,0.0001428416,0.00005514147,0.00001767045,0.0002553317,0.05696207,0.0001036267],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9471995,0.0002665445,0.00003760669,0.05045083,0.0003082235,0.0003823716,0.00008274207,0.00001631455,0.00125592],"genre_scores_gemma":[0.9924501,0.0001136658,0.0002238209,0.006745054,0.0001951426,0.00005440537,0.000029835,0.00001016305,0.0001778693],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05355801,"threshold_uncertainty_score":0.9770902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02202254305006313,"score_gpt":0.2550371232172488,"score_spread":0.2330145801671857,"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."}}