{"id":"W7117118606","doi":"10.1111/acem.70208","title":"Global Emergency Medicine: A Scoping Review of the Literature From 2024","year":2025,"lang":"en","type":"article","venue":"Academic Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; University of Ottawa","funders":"","keywords":"Quality (philosophy); Key (lock); MEDLINE; Quality management; Patient care","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":[0.02433131,0.002254416,0.004659668,0.04925539,0.001664168,0.004859845,0.002164742,0.003747286,0.009081385],"category_scores_gemma":[0.07476142,0.0017643,0.005598039,0.03191799,0.001231447,0.005424372,0.004555307,0.001803458,0.001817669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006287313,"about_ca_system_score_gemma":0.0271045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005161589,"about_ca_topic_score_gemma":0.01440042,"domain_scores_codex":[0.9810415,0.005825872,0.007822997,0.001062229,0.003532298,0.0007151059],"domain_scores_gemma":[0.9447051,0.03281941,0.009088441,0.001175074,0.01129897,0.0009130213],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002030181,0.00003424173,0.001256324,0.8113422,0.001633802,0.0005936304,0.001316124,0.0001563265,0.0005543668,0.00132609,0.02121338,0.1603704],"study_design_scores_gemma":[0.00003341687,0.00007136761,0.00196405,0.9292102,0.002920498,0.0004151727,0.0006190706,0.000039303,0.0001340635,0.000332974,0.06424017,0.00001967043],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001084168,0.9930536,0.0004006821,0.001715068,0.0006038006,0.0008532833,0.0008602192,0.00002180033,0.001407376],"genre_scores_gemma":[0.006292482,0.9863458,0.001830305,0.001851851,0.0003796014,0.001801989,0.001059422,0.00002020553,0.0004183524],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04925539,"threshold_uncertainty_score":0.1286778,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03726188674182458,"score_gpt":0.4033966906556956,"score_spread":0.366134803913871,"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."}}