{"id":"W2771700277","doi":"10.5489/cuaj.4528","title":"Long-term patient outcomes from the first year of a robotic surgery program using multi-surgeon implementation","year":2017,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Term (time); Medicine; Robotic surgery; General surgery; Medical physics; Surgery","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":[0.001231395,0.0002248662,0.000322621,0.0006079458,0.0004995629,0.0008244272,0.0003970946,0.000310886,0.00147992],"category_scores_gemma":[0.003273602,0.0001364162,0.0005425401,0.0004407712,0.0003177238,0.000573633,0.000864317,0.0006192405,0.0002283577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007166823,"about_ca_system_score_gemma":0.0007629262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002154687,"about_ca_topic_score_gemma":0.003823908,"domain_scores_codex":[0.9991459,0.0001386814,0.00006028939,0.0001422222,0.0002373877,0.0002756029],"domain_scores_gemma":[0.9947196,0.0004981244,0.00256272,0.0002087,0.0004379881,0.001572779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003914848,0.0003333791,0.9880038,0.00001694662,0.00008560405,0.0000932041,0.0001080793,0.000137141,0.0003206613,0.00001078951,0.000160545,0.01033836],"study_design_scores_gemma":[0.00001892725,0.001913358,0.9971,0.00001077866,0.00003636908,0.0002592337,0.0001390385,0.0001103041,0.0002171951,0.000008737648,0.0001792838,0.000006887235],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994515,0.0001364934,0.0000677679,0.00002984401,0.000005960155,0.000008856399,0.0001101294,0.000003773951,0.0001856928],"genre_scores_gemma":[0.999442,0.00005755838,0.00004829953,0.00002055268,0.00001516754,0.00001012259,0.0002767853,0.000001631686,0.0001278941],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002154687,"threshold_uncertainty_score":0.006512344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06016313821845885,"score_gpt":0.3221602423998511,"score_spread":0.2619971041813923,"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."}}