{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001695037,0.0002394908,0.0006257009,0.0005564924,0.0002415398,0.000001486056,0.0006148247,0.0001064142,0.03459883],"category_scores_gemma":[0.009288519,0.0001387711,0.0002353743,0.001452146,0.0004420385,0.0001197779,0.00002099894,0.0006907135,0.00003286574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002983605,"about_ca_system_score_gemma":0.00288213,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006898951,"about_ca_topic_score_gemma":0.005396469,"domain_scores_codex":[0.9956734,0.0001526511,0.00226483,0.0002282694,0.001208343,0.0004724861],"domain_scores_gemma":[0.9937988,0.0001295699,0.0008588521,0.0003402465,0.002836569,0.002035943],"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":[0.0001959283,0.00004621981,0.06188442,0.0002265402,0.0003375963,0.0000379585,0.005362245,0.00001179899,0.006680516,0.006336287,0.9175636,0.001316884],"study_design_scores_gemma":[0.003099228,0.004584179,0.0880179,0.0009982907,0.0005420922,0.00007616929,0.01872346,0.0003932491,0.00019122,0.002087573,0.881018,0.0002686143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1193183,0.07190362,0.002440086,0.6522415,0.06653109,0.0009086201,0.00001762827,0.00002790913,0.08661127],"genre_scores_gemma":[0.9707111,0.007908652,0.00005654515,0.0003857412,0.009969532,0.000006800162,0.00001815053,0.00004205278,0.01090142],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8513928,"threshold_uncertainty_score":0.9997142,"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."}}