{"id":"W2910460033","doi":"10.1080/17437199.2018.1547119","title":"The relationship between habit and healthcare professional behaviour in clinical practice: a systematic review and meta-analysis","year":2019,"lang":"en","type":"review","venue":"Health Psychology Review","topic":"Behavioral Health and Interventions","field":"Psychology","cited_by":99,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Economic and Social Research Council; Medical Research Council; British Heart Foundation; Health Foundation; National Institute for Health and Care Research; Cancer Research UK; United Kingdom Clinical Research Collaboration","keywords":"Meta-analysis; Habit; Psychology; Systematic review; Health care; Clinical Practice; Applied psychology; Social psychology; Medicine; MEDLINE; Family medicine; Internal medicine; 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":[0.01979453,0.001970742,0.01276929,0.008605079,0.0007411198,0.003507616,0.002124494,0.001859317,0.003807034],"category_scores_gemma":[0.06501658,0.001161141,0.01794435,0.01038907,0.0009198876,0.002420074,0.001881934,0.001513237,0.0002955933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004605183,"about_ca_system_score_gemma":0.01041805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00825777,"about_ca_topic_score_gemma":0.02393137,"domain_scores_codex":[0.985267,0.006234033,0.00502254,0.001113408,0.002051009,0.0003120681],"domain_scores_gemma":[0.9467829,0.04195554,0.006748835,0.001056849,0.003104714,0.0003512098],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0004289541,0.00003025198,0.002528646,0.8808436,0.08588821,0.00006825892,0.0001886273,0.0001458984,0.00008600564,0.0001555958,0.0005486461,0.02908727],"study_design_scores_gemma":[0.0004374637,0.0004077826,0.0095505,0.3806121,0.6014147,0.0002574493,0.0002553788,0.0001723562,0.0002049054,0.0003726553,0.006268686,0.00004591945],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001815174,0.9969247,0.0003205394,0.0001268856,0.00008588724,0.0003394258,0.0001910192,0.00001015892,0.0001862088],"genre_scores_gemma":[0.04266328,0.9532962,0.001658664,0.0004341122,0.0001106046,0.001342778,0.0003282695,0.00001194317,0.0001541912],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01979453,"threshold_uncertainty_score":0.1046848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6853845523054134,"score_gpt":0.7024216708883675,"score_spread":0.01703711858295409,"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."}}