{"id":"W2901062149","doi":"10.1016/j.urolonc.2018.10.012","title":"Propensity-score-matched comparison of soft tissue surgical margins status between open and robotic-assisted radical cystectomy","year":2018,"lang":"en","type":"article","venue":"Urologic Oncology Seminars and Original Investigations","topic":"Bladder and Urothelial Cancer Treatments","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; McGill University Health Centre","funders":"","keywords":"Cystectomy; Propensity score matching; Medicine; Bladder cancer; Cohort; Logistic regression; Urology; 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":[0.001021426,0.0002231217,0.0007066783,0.0003871333,0.0002308571,0.0006102758,0.0004760031,0.00041662,0.002406808],"category_scores_gemma":[0.003517363,0.0002595727,0.001274129,0.0006009847,0.000436665,0.00056302,0.0004525796,0.0004573515,0.0002989914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000273176,"about_ca_system_score_gemma":0.0003564906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009522934,"about_ca_topic_score_gemma":0.001443179,"domain_scores_codex":[0.9990309,0.0002161255,0.0001429351,0.0003081913,0.0001322754,0.0001695827],"domain_scores_gemma":[0.9986449,0.0004207885,0.0004502902,0.0002518597,0.0001091126,0.000123059],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1531319,0.001102602,0.7698106,0.0005380412,0.006590236,0.0005082729,0.0005082397,0.002160327,0.01371122,0.0009516117,0.00268204,0.0483048],"study_design_scores_gemma":[0.002264994,0.008136594,0.9808154,0.00003823918,0.001488951,0.0003923233,0.0003881816,0.002789015,0.001079872,0.0009938647,0.001569004,0.00004358218],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983928,0.0002796515,0.0004772033,0.00002601737,0.00005611482,0.00003334798,0.0002882661,0.000005825802,0.0004408695],"genre_scores_gemma":[0.9992309,0.00006040865,0.000127507,0.00003117017,0.00002689342,0.00001704966,0.0003031982,0.00000264902,0.0002002602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002406808,"threshold_uncertainty_score":0.008051574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09781590432359291,"score_gpt":0.3827681028913831,"score_spread":0.2849521985677902,"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."}}