{"id":"W1973493772","doi":"10.1097/01.ta.0000071297.76727.8b","title":"Implementation of a Trauma Care System: Evolution Through Evaluation","year":2004,"lang":"en","type":"article","venue":"The Journal of Trauma: Injury, Infection, and Critical Care","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":91,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Hôpital de l'Enfant-Jésus; Montreal General Hospital","funders":"","keywords":"Trauma care; Healthcare system; Medicine; Health care; Medical emergency; Political science","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":[0.1194142,0.0004879687,0.0008879547,0.003870883,0.001610453,0.00490605,0.001638983,0.0006506559,0.001723497],"category_scores_gemma":[0.1596888,0.0003531639,0.0009974949,0.006699839,0.002810847,0.003723206,0.002809334,0.0008788824,0.000140691],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04081481,"about_ca_system_score_gemma":0.0540569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06219704,"about_ca_topic_score_gemma":0.05999279,"domain_scores_codex":[0.8460704,0.1124594,0.01384834,0.002022124,0.02215046,0.003449347],"domain_scores_gemma":[0.8504887,0.04973751,0.03679381,0.003896335,0.05475051,0.004333115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002218395,0.004534231,0.6597983,0.01026091,0.001218271,0.0002494051,0.01411537,0.003568397,0.0003735652,0.003845765,0.003993853,0.2958236],"study_design_scores_gemma":[0.001584255,0.02475927,0.8780561,0.01413492,0.002401381,0.0004090809,0.04682023,0.006933437,0.003568637,0.001807699,0.01928413,0.0002408517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9449951,0.01468495,0.004537452,0.004768339,0.0002321556,0.01365402,0.001708792,0.00008983334,0.01532939],"genre_scores_gemma":[0.9880518,0.002577288,0.005952435,0.0002869637,0.00004248868,0.002330081,0.0004316747,0.000009794639,0.0003175532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1194142,"threshold_uncertainty_score":0.6315302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03007194863200516,"score_gpt":0.3854866383649685,"score_spread":0.3554146897329634,"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."}}