{"id":"W3047640922","doi":"10.1080/0142159x.2020.1795104","title":"Education for sustainable healthcare: Leadership to get from here to there","year":2020,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Empathy and Medical Education","field":"Medicine","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Northern British Columbia","funders":"","keywords":"Transformative learning; Storytelling; Nature versus nurture; Indigenous; Action (physics); Narrative; Sustainable development; Public relations; Education for sustainable development; Set (abstract data type); Sustainability; Health care; Sociology; Engineering ethics; Political science; Psychology; Environmental ethics; Pedagogy; Ecology; Engineering; Computer science","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":[0.01174912,0.0005718082,0.0005517509,0.0008832761,0.008455144,0.01068328,0.001317077,0.005876373,0.01708777],"category_scores_gemma":[0.01541219,0.0004075389,0.0006214266,0.0005546567,0.008753664,0.009834053,0.0141461,0.01902358,0.005774369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003757793,"about_ca_system_score_gemma":0.03024366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002088879,"about_ca_topic_score_gemma":0.003823356,"domain_scores_codex":[0.9894574,0.005899857,0.0002384504,0.0004901024,0.00172547,0.002188632],"domain_scores_gemma":[0.9803851,0.00424613,0.001138634,0.0004735032,0.001728319,0.01202839],"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":[0.00004476425,0.0008897025,0.003752839,0.001112662,0.00003821907,0.0008398026,0.06625339,0.000537528,0.002091241,0.1675054,0.4786538,0.2782808],"study_design_scores_gemma":[0.00003916127,0.0002421523,0.002271492,0.002360387,0.00001628405,0.0007153944,0.06135973,0.0004259428,0.0007708544,0.103764,0.8279595,0.00007506401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.005510837,0.005092239,0.01108234,0.9227078,0.004646415,0.0001100537,0.00002602904,0.0002734109,0.05055079],"genre_scores_gemma":[0.4255548,0.02465896,0.05342309,0.4075198,0.005952245,0.0006424091,0.0001849036,0.0003754071,0.08168834],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01708777,"threshold_uncertainty_score":0.06213599,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0927603575385749,"score_gpt":0.3702205376211329,"score_spread":0.277460180082558,"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."}}