{"id":"W2922453800","doi":"10.1097/oi9.0000000000000013","title":"Trauma systems in North America","year":2019,"lang":"en","type":"article","venue":"OTA International The Open Access Journal of Orthopaedic Trauma","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University","funders":"","keywords":"Trauma center; Trauma care; Medical emergency; Medicine; Population; Quality (philosophy); Business; Environmental health; Retrospective cohort study; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007095091,0.0002628659,0.0001793743,0.003431277,0.003016628,0.003253017,0.0006577768,0.0008055243,0.04171466],"category_scores_gemma":[0.002103243,0.000162233,0.0002285825,0.007901627,0.001019447,0.001830001,0.002399913,0.001150521,0.003313737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005145712,"about_ca_system_score_gemma":0.01110205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1089446,"about_ca_topic_score_gemma":0.1362376,"domain_scores_codex":[0.9987592,0.0002770784,0.0001154262,0.0001209036,0.0003555653,0.0003720215],"domain_scores_gemma":[0.9977192,0.0001655237,0.0003361655,0.00006686842,0.000957555,0.0007546795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00003340207,0.0001596313,0.0801204,0.0007143067,0.00003815753,0.001055596,0.01158712,0.0005632316,0.0003330347,0.1237775,0.578591,0.2030266],"study_design_scores_gemma":[0.000009661702,0.00003060987,0.09478392,0.0004373248,0.000007267914,0.0006438362,0.01006471,0.0001204285,0.00003330492,0.006166056,0.8876861,0.00001680794],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.05455595,0.03351884,0.002371567,0.03788946,0.003019386,0.0003872887,0.008052446,0.0005506031,0.8596545],"genre_scores_gemma":[0.7050353,0.05410827,0.01282323,0.02323776,0.002125854,0.001316468,0.01431863,0.0002342212,0.1868002],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.1089446,"threshold_uncertainty_score":0.2166209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05879116678459779,"score_gpt":0.377662572681831,"score_spread":0.3188714058972332,"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."}}