{"id":"W1555084249","doi":"10.2310/8000.2013.131089","title":"An inventory of Canadian trauma systems: opportunities for improving access to trauma care","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Dalhousie University; Hotel Dieu Hospital; St. Michael's Hospital; Kingston General Hospital","funders":"","keywords":"Medicine; Accreditation; Snowball sampling; Medical emergency; Trauma care; Descriptive statistics; Medical education","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007909023,0.0002951288,0.0008988085,0.002524447,0.0002475421,0.00001047353,0.0004824847,0.00013435,0.0006840492],"category_scores_gemma":[0.0007237876,0.000246628,0.0002260958,0.0006308251,0.000138864,0.0002547078,0.000008413466,0.0002301948,0.00000146022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003513327,"about_ca_system_score_gemma":0.002015939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5132082,"about_ca_topic_score_gemma":0.8670618,"domain_scores_codex":[0.9972699,0.00008747897,0.001321485,0.0002499886,0.0003879571,0.0006832449],"domain_scores_gemma":[0.9937161,0.00003533853,0.0003926828,0.0003877947,0.001976319,0.003491771],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005115913,0.0001117193,0.1112628,0.007577877,0.001181441,0.0004352369,0.06416495,0.0005226389,0.003231957,0.003690375,0.5639557,0.2433537],"study_design_scores_gemma":[0.00332835,0.008630359,0.08357964,0.001921267,0.00130778,0.0001055353,0.1032944,0.0002324775,0.0005432529,0.0001175386,0.7962286,0.0007106984],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9142509,0.01431612,0.0006053326,0.008764425,0.0217417,0.001251052,0.0002311238,0.00002317159,0.03881614],"genre_scores_gemma":[0.9961833,0.0001951982,0.0001218771,0.0003851415,0.002521182,0.00002646992,0.00003865523,0.00005500781,0.0004731458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3538537,"threshold_uncertainty_score":0.9999986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2412167824205596,"score_gpt":0.3693998658139794,"score_spread":0.1281830833934198,"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."}}