{"id":"W3130123782","doi":"10.1007/s43678-020-00081-9","title":"Starting, building and sustaining a program of research in emergency medicine in Canada","year":2021,"lang":"en","type":"review","venue":"Canadian Journal of Emergency Medicine","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Schwartz/Reisman Emergency Medicine Institute; Royal University Hospital; Western University; University of Toronto; Dalhousie University; NOSM University; University of Calgary; McMaster University; Queen's University; Lakehead University; Université Laval; University of Saskatchewan","funders":"","keywords":"Medicine; Medical emergency; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01979137,0.001037972,0.004983459,0.01433194,0.004142616,0.009714108,0.003336944,0.003804015,0.006301793],"category_scores_gemma":[0.03941615,0.000930986,0.002107125,0.02422386,0.003160215,0.003024929,0.002790935,0.004690975,0.000584376],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09022369,"about_ca_system_score_gemma":0.4172191,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9211813,"about_ca_topic_score_gemma":0.9687248,"domain_scores_codex":[0.9923857,0.001523427,0.001208967,0.0005325878,0.003148318,0.001200926],"domain_scores_gemma":[0.9481281,0.01842549,0.003545315,0.0006497309,0.02338932,0.005862085],"domain_codex":null,"domain_gemma":"incentives","domain_candidate":"incentives","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004581512,0.000224003,0.007211222,0.2202186,0.001904551,0.0006426728,0.001538644,0.0007554101,0.0005244277,0.01732852,0.1279138,0.6212801],"study_design_scores_gemma":[0.0003785878,0.0001444801,0.03137723,0.3032133,0.003841163,0.000436254,0.002098522,0.0002891284,0.0003306693,0.004136135,0.6535946,0.0001598773],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002174476,0.99449,0.00004407247,0.003865434,0.0004309744,0.00004327794,0.0001014486,0.000007072817,0.0008002092],"genre_scores_gemma":[0.00328172,0.9932128,0.0004535796,0.002441532,0.0001797461,0.00004802038,0.00007875698,0.000003651301,0.000300059],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9802086,"threshold_uncertainty_score":0.6546218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3173596597415729,"score_gpt":0.5041083022710231,"score_spread":0.1867486425294502,"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."}}