{"id":"W2436578754","doi":"10.1017/cem.2015.38","title":"The Role of EMS in Regionalized Systems of Care","year":2015,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Premise; Medicine; Emergency medical services; Medical emergency; Component (thermodynamics); Intensive care medicine; Outcome (game theory); Health care; Healthcare system","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":[0.003398463,0.0007958209,0.001880368,0.005634514,0.0004778422,0.002491466,0.001430162,0.001701466,0.005137047],"category_scores_gemma":[0.01127779,0.0004192942,0.001557247,0.009041655,0.001288685,0.002545548,0.001375563,0.001442788,0.0003546096],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003445673,"about_ca_system_score_gemma":0.008219448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02065901,"about_ca_topic_score_gemma":0.04128899,"domain_scores_codex":[0.9984766,0.0005675055,0.000329514,0.0001785403,0.00033798,0.0001098467],"domain_scores_gemma":[0.9918107,0.006301849,0.0009714836,0.00008825788,0.0007031129,0.0001245242],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002244439,0.00006650372,0.003010942,0.2399999,0.001266714,0.0003114443,0.0007524295,0.0006068689,0.0001887307,0.01105989,0.0162116,0.7263005],"study_design_scores_gemma":[0.0001204898,0.0002257753,0.01652421,0.2802729,0.004524969,0.001791838,0.002389348,0.000190687,0.0002598046,0.004270779,0.6893435,0.0000857787],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001394701,0.9991719,0.00001394631,0.0002785362,0.00006684971,0.000003032199,0.0000146815,5.286739e-7,0.000311159],"genre_scores_gemma":[0.001611657,0.9980195,0.00006961499,0.0001730455,0.00006958983,0.000003822137,0.00001240941,4.574013e-7,0.00004000768],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02065901,"threshold_uncertainty_score":0.04107749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1638738861047891,"score_gpt":0.4048922959047535,"score_spread":0.2410184097999644,"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."}}