{"id":"W2101533350","doi":"10.1197/j.aem.2004.03.010","title":"Risk Adjustment and Outcome Measures for Out‐of‐hospital Respiratory Distress","year":2004,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"National Highway Traffic Safety Administration; U.S. Department of Transportation","keywords":"Medicine; Outcome (game theory); Emergency medicine; Distress; Respiratory distress; Intensive care medicine; MEDLINE; Outcomes research; Pulse oximetry; Alternative medicine; Surgery; Psychiatry","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":[0.06760555,0.001277618,0.001616304,0.006985083,0.0008368511,0.001828435,0.001797834,0.0009208996,0.002986437],"category_scores_gemma":[0.1646458,0.000287786,0.004811501,0.006443629,0.0008841059,0.002690568,0.002078451,0.002834979,0.0003852146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002224034,"about_ca_system_score_gemma":0.002546934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002212414,"about_ca_topic_score_gemma":0.002127942,"domain_scores_codex":[0.9254667,0.05308634,0.0110192,0.001739682,0.007913113,0.000774962],"domain_scores_gemma":[0.8624296,0.07761013,0.04211176,0.006683624,0.01001232,0.001152577],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003673375,0.001357666,0.6781289,0.008354079,0.007101607,0.000180603,0.0023495,0.002934447,0.0003829318,0.02332457,0.01193734,0.2602749],"study_design_scores_gemma":[0.0008526391,0.003200263,0.936012,0.003591724,0.003609047,0.0007371191,0.00191418,0.004686676,0.001771347,0.02275399,0.02058426,0.0002866817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5286558,0.09410609,0.2400767,0.02085053,0.003369693,0.02757712,0.03840685,0.0006223122,0.04633487],"genre_scores_gemma":[0.8509517,0.008074947,0.09962007,0.001507072,0.0006318542,0.02586697,0.01128762,0.00009499572,0.001964701],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06760555,"threshold_uncertainty_score":0.3575366,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777920469216137,"score_gpt":0.3667934498680968,"score_spread":0.3090142451759355,"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."}}