{"id":"W4220935071","doi":"10.1007/s00068-022-01950-x","title":"Volume-outcome relationships in laryngeal trauma processes of care: a retrospective cohort study","year":2022,"lang":"en","type":"article","venue":"European Journal of Trauma and Emergency Surgery","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Public Health Ontario; University of Toronto; Dalhousie University","funders":"","keywords":"Medicine; Quartile; Retrospective cohort study; Logistic regression; Emergency medicine; Odds ratio; Cohort study; Cohort; Surgery; Internal medicine; Confidence interval","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":[0.0008948705,0.0003416209,0.0004874994,0.001199235,0.0008910422,0.001638757,0.0006663688,0.000809221,0.002858283],"category_scores_gemma":[0.003617661,0.0005329065,0.00108427,0.002145346,0.0005173987,0.001345444,0.001322161,0.001081338,0.0004200663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007668553,"about_ca_system_score_gemma":0.001022053,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007477183,"about_ca_topic_score_gemma":0.008111554,"domain_scores_codex":[0.9985251,0.000284447,0.00020636,0.0003626822,0.0002058613,0.0004156598],"domain_scores_gemma":[0.9973032,0.0004715805,0.00124877,0.0002541898,0.0002561805,0.000465944],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008176512,0.00005426837,0.9990882,0.000006030818,0.00006455206,0.0001246489,0.0001531715,0.00001486715,0.00004635626,0.00001969175,0.0000502765,0.000296236],"study_design_scores_gemma":[0.000008386718,0.0001580593,0.9978268,0.00001002016,0.00006068654,0.0004743316,0.00110206,0.0001057397,0.00002669425,0.00003968993,0.0001780357,0.000009485288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993362,0.0001573043,0.00005622176,0.00002789075,0.000008001212,0.000006736675,0.0002335063,0.000001493935,0.0001725953],"genre_scores_gemma":[0.9992757,0.0000851715,0.00004680442,0.00002232839,0.00001257868,0.000009752708,0.0003896075,0.000003128708,0.0001547313],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007477183,"threshold_uncertainty_score":0.01486737,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.049282069815075,"score_gpt":0.2750659848532912,"score_spread":0.2257839150382162,"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."}}