{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004923473,0.00016077,0.0003484403,0.0001195845,0.0003024199,0.00001353987,0.00005478682,0.00008957284,0.0000516187],"category_scores_gemma":[0.0001241759,0.0001109143,0.0001896447,0.0002235726,0.0001891254,0.000246989,0.00001481955,0.0002323755,0.000001836251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004978082,"about_ca_system_score_gemma":0.0001898306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001528009,"about_ca_topic_score_gemma":0.0007474621,"domain_scores_codex":[0.9982191,0.0001657446,0.000668588,0.0001250788,0.0006252782,0.0001961805],"domain_scores_gemma":[0.9971529,0.00005824393,0.0001769713,0.0001456351,0.00238241,0.00008379434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.004228353,0.001039611,0.2745573,0.01714245,0.001791576,0.00004279155,0.3080794,0.0007692037,0.01145431,0.05382437,0.003316457,0.3237542],"study_design_scores_gemma":[0.004312048,0.004995916,0.691899,0.000689839,0.003538422,0.0006451199,0.2788245,0.0000074769,0.01196837,0.002470378,0.0004310677,0.0002178267],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9863536,0.00811684,0.001942934,0.0005414264,0.0008357127,0.0003690139,0.0000281678,0.00002318307,0.001789158],"genre_scores_gemma":[0.9990658,0.0002922982,0.0001351782,0.00003796734,0.0004331448,0.000009927265,0.000009336101,0.00001467413,0.000001726484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4173418,"threshold_uncertainty_score":0.4522953,"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."}}