{"id":"W4319350472","doi":"10.1002/9781119833505.ch1","title":"Education and Training as a Behaviour Change Intervention","year":2023,"lang":"en","type":"other","venue":"","topic":"Innovations in Medical Education","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Underpinning; Intervention (counseling); Behaviour change; Health care; Miller; Theory of change; Health professionals; Psychology; Medical education; Engineering ethics; Public relations; Computer science; Knowledge management; Applied psychology; Nursing; Medicine; Engineering; Sociology; Political 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":[0.001854606,0.0003229915,0.0002837921,0.0007417317,0.000950298,0.002073374,0.0007205386,0.001738452,0.01765511],"category_scores_gemma":[0.003289676,0.00009199249,0.0003269313,0.0006103672,0.001200794,0.00160204,0.002327587,0.00172872,0.002145355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001426923,"about_ca_system_score_gemma":0.002730792,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002044061,"about_ca_topic_score_gemma":0.00445905,"domain_scores_codex":[0.9983171,0.000917493,0.0000407551,0.0001254116,0.0004428997,0.0001563926],"domain_scores_gemma":[0.9990362,0.0005467226,0.00005602625,0.00004955549,0.00007860661,0.0002330245],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006420105,0.001790919,0.0004668991,0.001049714,0.00001567527,0.00009230837,0.002504228,0.0002930058,0.0003284125,0.07743809,0.06089422,0.8550624],"study_design_scores_gemma":[0.0002450421,0.0009438503,0.006263568,0.004663626,0.00004846985,0.0005083912,0.004263086,0.000903748,0.0009571064,0.05466334,0.9265102,0.00002962883],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0383934,0.03594447,0.0203383,0.07100041,0.006774297,0.001643459,0.0002635048,0.0005733868,0.8250688],"genre_scores_gemma":[0.3577509,0.06905057,0.118973,0.04222298,0.001844783,0.003535385,0.0004598423,0.0002197496,0.4059428],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01765511,"threshold_uncertainty_score":0.05906218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06677107118214691,"score_gpt":0.4155994291893528,"score_spread":0.3488283580072059,"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."}}