{"id":"W2483127624","doi":"10.1017/cem.2016.346","title":"An Environmental Scan of Academic Emergency Medicine at the 17 Canadian Medical Schools: Why Does this Matter to Emergency Physicians?","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan; BC Children's Hospital; Université Laval; University of British Columbia; Dalhousie University; Western University; University of Toronto; St. Michael's Hospital; McMaster University; University of Calgary; NOSM University; Canadian Association of Emergency Physicians; Ottawa Hospital; McGill University; McGill University Health Centre; University of Ottawa","funders":"Dalhousie University; China Academy of Engineering Physics; McMaster University; McGill University","keywords":"Medicine; Emergency department; Medical emergency; Emergency medicine; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.005175579,0.0003924597,0.0005208697,0.003605113,0.007057059,0.004449624,0.00318244,0.004644837,0.01138574],"category_scores_gemma":[0.03944043,0.0006048938,0.000644021,0.004726213,0.004254488,0.003866022,0.00250976,0.005377175,0.001132763],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02411763,"about_ca_system_score_gemma":0.05115765,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8128567,"about_ca_topic_score_gemma":0.9047412,"domain_scores_codex":[0.9895818,0.001816331,0.0006136883,0.0007063206,0.004228916,0.003053006],"domain_scores_gemma":[0.9656808,0.005826955,0.003284711,0.000903305,0.01846712,0.005837169],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002761253,0.000297224,0.685867,0.0005597916,0.000164572,0.01348705,0.01701576,0.0004431806,0.0009715321,0.007948816,0.2061119,0.06685705],"study_design_scores_gemma":[0.0000466466,0.0001237089,0.7400331,0.002925214,0.0001868088,0.008417643,0.1039576,0.0007928745,0.0007773469,0.005750037,0.1367482,0.0002408138],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3658952,0.008621448,0.001459628,0.5178378,0.003281944,0.0001997547,0.004078654,0.0001302239,0.09849527],"genre_scores_gemma":[0.9264892,0.0071685,0.002273437,0.05422896,0.002344558,0.00006989532,0.001231996,0.0001580469,0.006035407],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9948244,"threshold_uncertainty_score":0.3764909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05513258269461115,"score_gpt":0.3802383404248571,"score_spread":0.325105757730246,"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."}}