{"id":"W6964329293","doi":"10.25316/ir-17825","title":"Understanding emergency medicine physician leadership within the Saskatchewan Health Authority","year":2022,"lang":"en","type":"other","venue":"VIURRSpace (Vancouver Island University)","topic":"Emergency and Acute Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Remuneration; Mentorship; Leverage (statistics); Health care; Leadership style; Work (physics); Focus group; Emergency physician","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":[],"consensus_categories":[],"category_scores_codex":[0.002059735,0.0001605504,0.0001416196,0.000799491,0.009879761,0.004256574,0.0007913011,0.0004960768,0.004715625],"category_scores_gemma":[0.004070379,0.0002707307,0.0001222443,0.001262496,0.003410386,0.00199732,0.003281618,0.00187204,0.0003136855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0284903,"about_ca_system_score_gemma":0.07472865,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7993289,"about_ca_topic_score_gemma":0.9566897,"domain_scores_codex":[0.9977538,0.001147498,0.0000602263,0.0001056248,0.00023423,0.0006986709],"domain_scores_gemma":[0.9950227,0.001770124,0.0004683162,0.0001013614,0.0009754732,0.001662076],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00009324693,0.0003765543,0.2498598,0.0003307135,0.00004986191,0.005297578,0.610871,0.001135583,0.003124512,0.03161917,0.02966762,0.06757434],"study_design_scores_gemma":[0.000008171468,0.0000380466,0.09822958,0.000296025,0.00000985826,0.0002370384,0.8509809,0.000280947,0.0001997349,0.001312934,0.04838943,0.00001731354],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9044455,0.001419886,0.0005361541,0.02570979,0.00009544241,0.00005249125,0.00008502127,0.00001062826,0.06764522],"genre_scores_gemma":[0.9887841,0.001912156,0.0003730662,0.001976163,0.00001330523,0.00003441412,0.00004763691,0.00000536266,0.006853846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2006711,"threshold_uncertainty_score":0.4037058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07820583775610418,"score_gpt":0.2766228081848387,"score_spread":0.1984169704287345,"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."}}