{"id":"W2331179643","doi":"10.1017/cem.2016.22","title":"CAEP 2015 Academic Symposium: Recommendations for University Governance and Administration for Emergency Medicine","year":2016,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Emergency Medicine Education and Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Izaak Walton Killam Health Centre; Kingston General Hospital; University of British Columbia; Ottawa Hospital; University Health Network; Health Sciences Centre; St. Boniface Hospital; Sunnybrook Health Science Centre; Hotel Dieu Hospital; Canadian Association of Emergency Physicians; University of Toronto; Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Corporate governance; Clinical governance; Medical education; Medicine; Unit (ring theory); Political science; Psychology; Health care; Business; Mathematics education","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":[0.159963,0.002407791,0.002787505,0.005007632,0.01800611,0.0321715,0.01261107,0.1122545,0.03283503],"category_scores_gemma":[0.2586613,0.00251674,0.006614177,0.004747901,0.008854831,0.01792474,0.0193659,0.05914107,0.01708027],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02496269,"about_ca_system_score_gemma":0.3619359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09758408,"about_ca_topic_score_gemma":0.2115809,"domain_scores_codex":[0.9034075,0.03187984,0.01392067,0.003093919,0.02659414,0.021104],"domain_scores_gemma":[0.5962105,0.08114891,0.0134511,0.01003697,0.1590456,0.1401069],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002984755,0.0001882926,0.0006902349,0.0001971371,0.00001790624,0.0001041115,0.0002955869,0.0002035575,0.0000717185,0.004843822,0.9873126,0.006045179],"study_design_scores_gemma":[0.0002501798,0.0001634165,0.009165626,0.005151694,0.0001508521,0.0001708494,0.006543622,0.0007605139,0.0006040292,0.01104967,0.965632,0.0003576037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0006583542,0.001311514,0.001163054,0.9711458,0.01750416,0.0005716635,0.0004483202,0.0002691144,0.006927934],"genre_scores_gemma":[0.01399917,0.003711425,0.02928552,0.8959045,0.01415309,0.003184153,0.001715156,0.0003198398,0.03772715],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.9750373,"threshold_uncertainty_score":0.8459752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1644023964938167,"score_gpt":0.4372432329218139,"score_spread":0.2728408364279972,"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."}}