{"id":"W4231748808","doi":"10.1017/s1481803500007788","title":"The future of emergency medicine in Canada: submission from CAEP to the Romanow Commission. Part 1","year":2002,"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":"","funders":"China Academy of Engineering Physics; Canadian Association of Emergency Physicians","keywords":"Excellence; Mandate; Commission; Medicine; Health care; Public health; Obligation; Emergency medical services; Medical emergency; Nursing; Political science; Law","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008471109,0.0003581021,0.000889748,0.0003094067,0.0004370361,0.000001625756,0.0006710286,0.0001026573,0.02743358],"category_scores_gemma":[0.001288709,0.000176285,0.0001803613,0.001203111,0.0001547651,0.00006931229,0.00003144557,0.0006900417,0.00001059202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004918137,"about_ca_system_score_gemma":0.001439705,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8826681,"about_ca_topic_score_gemma":0.9939498,"domain_scores_codex":[0.995733,0.0001731466,0.002147375,0.0002676017,0.0009913153,0.0006875769],"domain_scores_gemma":[0.9963304,0.0001405152,0.0005704224,0.000644031,0.0008158258,0.001498767],"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":[0.00006543953,0.00001993061,0.06894716,0.00003849915,0.0001622323,0.0001231962,0.004041465,0.00001769429,0.0002680128,0.00008698918,0.9152925,0.01093687],"study_design_scores_gemma":[0.0008338355,0.0004837373,0.1841869,0.0006346246,0.0002109085,0.00001733053,0.0107637,0.00003528883,0.00003095503,0.0001416863,0.8025073,0.0001536703],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2953309,0.2612658,0.00002351435,0.3331259,0.07458261,0.0007636719,0.00008358357,0.00001124411,0.03481283],"genre_scores_gemma":[0.9561647,0.02990596,0.00001739071,0.000431735,0.007683822,0.00001169366,0.00001297413,0.00004287499,0.005728885],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6608338,"threshold_uncertainty_score":0.9734555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07535749318967543,"score_gpt":0.3044743175695087,"score_spread":0.2291168243798332,"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."}}