{"id":"W3214262902","doi":"10.5811/westjem.2021.4.51518","title":"A Scoping Review of Current Social Emergency Medicine Research","year":2021,"lang":"en","type":"review","venue":"Western Journal of Emergency Medicine","topic":"Gun Ownership and Violence Research","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; Agency for Healthcare Research and Quality","keywords":"Observational study; Medicine; Transgender; MEDLINE; Subject (documents); Systematic review; Health care; Family medicine; Medical education; Library science; Psychology; Pathology; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.04406745,0.002560236,0.007715933,0.0532743,0.002543064,0.007226371,0.004044373,0.005211936,0.00796166],"category_scores_gemma":[0.1647858,0.002468962,0.008042153,0.04205494,0.002595228,0.007103427,0.004896984,0.002812349,0.001293903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01007419,"about_ca_system_score_gemma":0.04520549,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009055914,"about_ca_topic_score_gemma":0.02103472,"domain_scores_codex":[0.9569041,0.0137744,0.01929764,0.002180252,0.006766377,0.00107723],"domain_scores_gemma":[0.8379068,0.118667,0.01929541,0.002638738,0.02016365,0.001328474],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008933547,0.0000255178,0.0005200553,0.8965837,0.001395766,0.0002130398,0.001063248,0.0001572052,0.0002139393,0.001357957,0.007808724,0.09057143],"study_design_scores_gemma":[0.00001804503,0.00003352692,0.0005354871,0.9737172,0.002504742,0.0001276676,0.0003691169,0.00004519326,0.00005978934,0.0004104664,0.02216469,0.00001403393],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005915664,0.9942079,0.0005969147,0.001563087,0.0006249485,0.0009166414,0.0004090586,0.00002217975,0.001067669],"genre_scores_gemma":[0.004724267,0.9897501,0.001797609,0.001003198,0.0002517828,0.001782673,0.0004901753,0.00001420674,0.0001860438],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9559326,"threshold_uncertainty_score":0.2330537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6952881897888334,"score_gpt":0.6658256208602185,"score_spread":0.02946256892861498,"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."}}