{"id":"W2941452572","doi":"10.1097/01.ju.0000556600.95443.98","title":"PD45-04 IMPROVING QUALITY OF PROSTATE CANCER SURGERY BY PROVIDING FEEDBACK TO SURGEONS: THE SURGICAL REPORT CARD (SUREP) STUDY","year":2019,"lang":"en","type":"article","venue":"The Journal of Urology","topic":"Prostate Cancer Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Prostatectomy; Prostate cancer; Erectile function; Sexual function; General surgery; Urology; Cancer; Surgery; Erectile dysfunction; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.009461716,0.0003323482,0.0005999772,0.0007716196,0.001312928,0.003152657,0.001358225,0.001834394,0.1069073],"category_scores_gemma":[0.04241423,0.0004479435,0.001256428,0.001467255,0.0006810299,0.002099622,0.002511087,0.002903297,0.01205594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001507847,"about_ca_system_score_gemma":0.005542461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005299693,"about_ca_topic_score_gemma":0.006920276,"domain_scores_codex":[0.99286,0.003612421,0.0004099367,0.000417145,0.002147251,0.0005531146],"domain_scores_gemma":[0.9468286,0.01606433,0.007807775,0.003856989,0.01123923,0.01420311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0184756,0.004858548,0.08650553,0.002300516,0.0006784234,0.00005360932,0.0004168659,0.0002235247,0.0002320287,0.002234183,0.7280675,0.1559536],"study_design_scores_gemma":[0.03078199,0.0191894,0.5258231,0.004955348,0.001162441,0.000247007,0.002580821,0.0007503568,0.0009564795,0.001216459,0.4121633,0.0001732313],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4555756,0.01252133,0.002241263,0.1088321,0.01442249,0.01198622,0.1424839,0.0007503865,0.2511866],"genre_scores_gemma":[0.7247487,0.01068427,0.00523531,0.03935275,0.010264,0.01615378,0.04440359,0.0005443557,0.1486131],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069073,"threshold_uncertainty_score":0.3576405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03116755491859492,"score_gpt":0.3313312650139425,"score_spread":0.3001637100953476,"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."}}