{"id":"W4289344567","doi":"10.1111/acem.14575","title":"Global emergency medicine: A scoping review of the literature from 2021","year":2022,"lang":"en","type":"review","venue":"Academic Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Subspecialty; Narrative; Narrative review; MEDLINE; Peer review; Alternative medicine; Rubric; Family medicine; Pathology; Intensive care medicine; Psychology","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":[0.03442292,0.002753246,0.006049959,0.0518105,0.002055482,0.006496349,0.002631236,0.004814749,0.00747638],"category_scores_gemma":[0.09352124,0.002208949,0.006704517,0.0276535,0.001498913,0.007561534,0.004512548,0.002323799,0.00188841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006932645,"about_ca_system_score_gemma":0.03010148,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004345851,"about_ca_topic_score_gemma":0.01353974,"domain_scores_codex":[0.9759553,0.007249958,0.01043415,0.001292774,0.00422564,0.0008422235],"domain_scores_gemma":[0.9144915,0.05157118,0.01537576,0.00149846,0.01562707,0.001436011],"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":[0.0002098732,0.00004546594,0.001033036,0.8978577,0.001773366,0.000511474,0.00114259,0.0001258447,0.0004761826,0.0007642863,0.007630886,0.08842925],"study_design_scores_gemma":[0.00003966193,0.00008757892,0.001864014,0.9596848,0.003829872,0.0004162306,0.0007334089,0.00004063983,0.000133896,0.000250547,0.03289872,0.00002057145],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001360804,0.9924535,0.0004244158,0.001548206,0.0007000017,0.001445603,0.0008335084,0.00001856586,0.001215376],"genre_scores_gemma":[0.008618258,0.9831338,0.002084951,0.001719568,0.0004883581,0.002655008,0.0009954935,0.0000169391,0.0002876097],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0518105,"threshold_uncertainty_score":0.182048,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1103483986356759,"score_gpt":0.4464310452448053,"score_spread":0.3360826466091294,"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."}}