{"id":"W4404142349","doi":"10.1007/s11739-024-03812-3","title":"Emergency medicine: a global perspective on its past, evolution, and future","year":2024,"lang":"en","type":"article","venue":"Internal and Emergency Medicine","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Alberta Health Services; University of British Columbia; Public Health Ontario; University of Toronto; Western University","funders":"","keywords":"Medicine; Workforce; Equity (law); Health care; Resilience (materials science); Healthcare system; Global health; Engineering ethics; Economic growth; Political science; Nursing; Public health","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":[0.006958442,0.000877337,0.001044851,0.003826412,0.001999371,0.008892708,0.001210478,0.005892938,0.009304997],"category_scores_gemma":[0.005790227,0.0003078995,0.0007107714,0.005984484,0.006243723,0.01252757,0.004280769,0.00770204,0.00130379],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004234733,"about_ca_system_score_gemma":0.009036751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005192405,"about_ca_topic_score_gemma":0.01439759,"domain_scores_codex":[0.9974636,0.001053466,0.0002404317,0.0003068541,0.0005004145,0.0004353203],"domain_scores_gemma":[0.9884415,0.004659849,0.001165334,0.0003335119,0.002669317,0.002730506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003357941,0.000257255,0.01103591,0.007296109,0.0001184258,0.0005573473,0.005834163,0.0009726234,0.001223405,0.1569014,0.2509216,0.5645459],"study_design_scores_gemma":[0.00002295522,0.000194334,0.01331394,0.00809595,0.00005266251,0.001379316,0.01125548,0.0003276624,0.0001646898,0.03332192,0.9317743,0.00009696978],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.002183037,0.7188718,0.0009230507,0.2588638,0.007664104,0.000008755953,0.0001416175,0.00004489759,0.01129901],"genre_scores_gemma":[0.05237164,0.8616535,0.002400311,0.05855409,0.0218017,0.00003085727,0.0001736615,0.00004480587,0.002969475],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.009304997,"threshold_uncertainty_score":0.03680021,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04885031861314482,"score_gpt":0.4231537237692684,"score_spread":0.3743034051561236,"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."}}