{"id":"W2553102591","doi":"10.5489/cuaj.3777","title":"The impact of day of surgery on the length of stay for major urological procedures","year":2016,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Thursday; Nephrectomy; Demographics; Prostatectomy; Surgery; Significant difference; General surgery; Open Prostatectomy; Retrospective cohort study; Referral; Prostate cancer; Internal medicine; Kidney","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.0009447006,0.0002151951,0.0002857282,0.0009145256,0.0005557354,0.001162616,0.0004488901,0.0002888021,0.003171255],"category_scores_gemma":[0.006218952,0.0001369304,0.0004648336,0.001119776,0.0004078051,0.0005285131,0.0008758803,0.0005886135,0.0003372421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001338974,"about_ca_system_score_gemma":0.001352137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004783419,"about_ca_topic_score_gemma":0.008232678,"domain_scores_codex":[0.9985916,0.0003168579,0.0002425366,0.0001484232,0.0003894769,0.0003111109],"domain_scores_gemma":[0.9869219,0.002048205,0.006887814,0.000163137,0.001338945,0.002640012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001355777,0.00002549082,0.9941505,0.0000650321,0.00004121289,0.0001412019,0.0001038147,0.00004755015,0.0001826992,0.00001801801,0.0003159379,0.004773034],"study_design_scores_gemma":[0.000002250672,0.000105626,0.9986033,0.00003489782,0.00001478872,0.0003617612,0.000352364,0.00006107628,0.00005460159,0.00001613668,0.0003877418,0.000005422126],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956259,0.00223047,0.0001495646,0.0004041458,0.00007456372,0.00001008414,0.0004677701,0.000008123142,0.001029453],"genre_scores_gemma":[0.9987452,0.0005374621,0.0001586153,0.00008169543,0.00008677669,0.000006144419,0.0002734786,0.00000480717,0.0001059006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004783419,"threshold_uncertainty_score":0.01060891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02299963304059192,"score_gpt":0.2738205749445108,"score_spread":0.2508209419039188,"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."}}