{"id":"W3016365829","doi":"10.1017/cem.2020.27","title":"The evolution of emergency medicine internationally","year":2020,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Content (measure theory); Action (physics); Medical emergency; World Wide Web; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0251727,0.0006828435,0.0008230187,0.004570865,0.009447947,0.01757002,0.002881947,0.009075829,0.03454163],"category_scores_gemma":[0.03363768,0.0006179037,0.0006627647,0.004597513,0.02328204,0.01723155,0.01266998,0.01774901,0.002394245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03288754,"about_ca_system_score_gemma":0.03922762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03666643,"about_ca_topic_score_gemma":0.06210049,"domain_scores_codex":[0.9871653,0.004925594,0.0006514787,0.001756646,0.002893546,0.002607476],"domain_scores_gemma":[0.9542242,0.009228401,0.002405617,0.001926588,0.01103938,0.02117587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009805163,0.0002216191,0.004255028,0.0004445762,0.00002685967,0.0005707293,0.01277297,0.0004386648,0.0003989015,0.7628584,0.1031549,0.1147593],"study_design_scores_gemma":[0.00003502395,0.0001002468,0.009557348,0.001276851,0.000009814034,0.0004871989,0.01922169,0.0003237977,0.0001713567,0.06141403,0.9073457,0.00005680276],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.01927592,0.04036919,0.002558814,0.7568812,0.009572378,0.00005290905,0.0001336851,0.00009333985,0.1710626],"genre_scores_gemma":[0.5863017,0.04749871,0.007781351,0.2488772,0.01658841,0.0001687975,0.0002261346,0.0004376257,0.09212012],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03666643,"threshold_uncertainty_score":0.238617,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1464326207545405,"score_gpt":0.4157914559825586,"score_spread":0.2693588352280182,"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."}}