{"id":"W2139668941","doi":"10.3109/0142159x.2010.509416","title":"Canadian residents’ perceived manager training needs","year":2010,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovations in Medical Education","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; The Wilson Centre; Royal College of Physicians and Surgeons of Canada; St Joseph's Health Centre; Montreal Children's Hospital; Royal Ottawa Mental Health Centre; McGill University; University of Toronto; St. Michael's Hospital","funders":"Academy of Medical Royal Colleges","keywords":"Trainer; Specialty; Curriculum; Medical education; Psychology; Survey instrument; Project manager; Sample (material); Medicine; Family medicine; Applied psychology; Project management; Pedagogy; Management","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":[],"consensus_categories":[],"category_scores_codex":[0.001900468,0.0001370644,0.0002014603,0.0006220906,0.001878181,0.0006533767,0.0004671927,0.0003372345,0.00356388],"category_scores_gemma":[0.008030669,0.0001576021,0.0001380538,0.0007952811,0.0005763312,0.0002914448,0.0005900813,0.000351415,0.000218866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007666056,"about_ca_system_score_gemma":0.01790604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8321815,"about_ca_topic_score_gemma":0.9012989,"domain_scores_codex":[0.9984202,0.0001812283,0.00006595693,0.00007974733,0.0007974353,0.0004554189],"domain_scores_gemma":[0.9948598,0.0005743637,0.0007613906,0.00005531432,0.001988795,0.001760397],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001154474,0.00007414583,0.9355632,0.000219669,0.00002743178,0.0003290808,0.01953767,0.0001643307,0.0006087003,0.0002113542,0.01133961,0.03180934],"study_design_scores_gemma":[0.00000938955,0.0000895573,0.9763296,0.00008519026,0.00001084687,0.0001812433,0.01813179,0.0001548792,0.00009666615,0.00003387432,0.004860893,0.00001615418],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931796,0.000364891,0.00006023529,0.001690951,0.00001662117,0.00002222076,0.0003309395,0.0000102557,0.004324438],"genre_scores_gemma":[0.9981855,0.0004641105,0.0001721103,0.0002676724,0.000009832145,0.00001573054,0.0001661007,0.000002365088,0.0007166284],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1678185,"threshold_uncertainty_score":0.3376137,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02334106808956513,"score_gpt":0.3202891241288489,"score_spread":0.2969480560392838,"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."}}