{"id":"W2958587561","doi":"10.1097/acm.0000000000002852","title":"Strategic Planning in Health Professions Education: Scholarship or Management?","year":2019,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Innovations in Medical Education","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University Health Network; Women's College Hospital; University of Toronto","funders":"","keywords":"Strategic planning; Scholarship; Underpinning; Academic medicine; Strategic human resource planning; Sociology; Strategic thinking; Strategic management; Higher education; Knowledge management; Public relations; Management science; Engineering ethics; Medical education; Business; Political science; Medicine; Computer science; Marketing; Engineering","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":[0.04998548,0.0006760384,0.001035968,0.004333711,0.008136776,0.03093756,0.003123236,0.00732757,0.004625213],"category_scores_gemma":[0.07576744,0.0004717438,0.0006239583,0.009728177,0.04359396,0.02759398,0.01298746,0.01112355,0.00100879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02267457,"about_ca_system_score_gemma":0.06206271,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007504171,"about_ca_topic_score_gemma":0.00916834,"domain_scores_codex":[0.9538851,0.03360415,0.001954443,0.001303587,0.006769046,0.00248363],"domain_scores_gemma":[0.9124128,0.05829439,0.005111664,0.005409047,0.009762138,0.009010012],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001226545,0.00006482412,0.0007188074,0.0005149217,0.00001139321,0.00009387604,0.01277054,0.0006142141,0.00005319721,0.8860561,0.02433386,0.07475603],"study_design_scores_gemma":[0.00001473837,0.0000629063,0.0005302938,0.002606701,0.000008951832,0.0001080764,0.04544711,0.001304948,0.0002299628,0.7921516,0.1574924,0.00004232115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01059849,0.03142003,0.0361866,0.8198303,0.004946975,0.000168856,0.00003487137,0.0001171268,0.09669669],"genre_scores_gemma":[0.8310387,0.05636396,0.03703157,0.05330713,0.004109879,0.000433094,0.00008388802,0.0001380307,0.01749379],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04998548,"threshold_uncertainty_score":0.2643517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1077434385094376,"score_gpt":0.4737941975455677,"score_spread":0.3660507590361302,"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."}}