{"id":"W2580557599","doi":"10.1097/acm.0000000000001576","title":"Health Professions Education Scholarship Unit Leaders as Institutional Entrepreneurs","year":2017,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Network for Innovation in Education","funders":"","keywords":"Scholarship; Construct (python library); Institution; Public relations; Higher education; Health professions; Sociology; Qualitative research; Work (physics); Position (finance); Entrepreneurship; Political science; Health care; Social science; Business; Law","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":[0.01525811,0.0001918456,0.0002391317,0.001272114,0.007446639,0.007048955,0.001066778,0.0009758417,0.004132241],"category_scores_gemma":[0.02468563,0.0002765563,0.0002438094,0.0009457898,0.01256749,0.005205258,0.007888741,0.002098459,0.0004639416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00351377,"about_ca_system_score_gemma":0.01139571,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001909754,"about_ca_topic_score_gemma":0.005207821,"domain_scores_codex":[0.9799897,0.01516736,0.0003917809,0.0007077389,0.001724153,0.002019116],"domain_scores_gemma":[0.9679677,0.01690436,0.003967586,0.00192282,0.002952628,0.006284854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001058638,0.0002797811,0.09868588,0.0002874854,0.00003076963,0.001665235,0.7047566,0.0003164555,0.001418698,0.09081433,0.009288429,0.09235043],"study_design_scores_gemma":[0.00003237362,0.0001730572,0.01856529,0.0005679962,0.00002293266,0.000514431,0.868925,0.001001884,0.00110009,0.02031877,0.08873884,0.0000393663],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9306014,0.0009291047,0.01130851,0.01482776,0.0003954632,0.000274537,0.00004138017,0.00009205157,0.04152979],"genre_scores_gemma":[0.9953608,0.0002158455,0.001694858,0.0005370259,0.00003700346,0.00005136177,0.00001128663,0.0000112431,0.002080515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01525811,"threshold_uncertainty_score":0.0806936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1349782155785345,"score_gpt":0.4898696707031738,"score_spread":0.3548914551246393,"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."}}