{"id":"W3161322392","doi":"10.4236/ojpsych.2021.113011","title":"Promoting Health Behavior Change in Canada: A Quality Improvement Project Integrating Prevention and Wellness in Frontline Care","year":2021,"lang":"en","type":"article","venue":"Open Journal of Psychiatry","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Canadian Mental Health Association; Dalhousie University; University of Ottawa","funders":"","keywords":"Medicine; Intervention (counseling); Quality management; Health care; Behavior change; Goal setting; Family medicine; Nursing; Psychology","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":[0.008270061,0.0009215504,0.0006294544,0.001278195,0.005982819,0.002314779,0.002447137,0.0009489607,0.002011713],"category_scores_gemma":[0.008226001,0.0005043841,0.0009760667,0.002908239,0.001603585,0.0006291179,0.00225685,0.001427034,0.0002471619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.104142,"about_ca_system_score_gemma":0.317278,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9854903,"about_ca_topic_score_gemma":0.9872027,"domain_scores_codex":[0.9927938,0.001416558,0.0002836696,0.0005808406,0.002827395,0.002097724],"domain_scores_gemma":[0.9782925,0.0007466883,0.001596814,0.0005099822,0.007530106,0.01132389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.005419936,0.01343661,0.398919,0.002489069,0.0005691728,0.0004725725,0.01309738,0.003539192,0.005873133,0.001444961,0.0392076,0.5155313],"study_design_scores_gemma":[0.002263272,0.003905072,0.9658321,0.0004740766,0.0003099281,0.0001331816,0.004317003,0.003647211,0.001681601,0.000164985,0.01719284,0.00007863413],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9645379,0.00278119,0.003120309,0.007730761,0.0001898902,0.008124767,0.005765626,0.0005055614,0.007244109],"genre_scores_gemma":[0.9467489,0.003114718,0.03128036,0.003344634,0.00007591786,0.004540524,0.004963384,0.00007445388,0.005857195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.104142,"threshold_uncertainty_score":0.7556065,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09015674535326346,"score_gpt":0.4965461103897307,"score_spread":0.4063893650364672,"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."}}