{"id":"W4413858828","doi":"10.1002/ncp.70020","title":"Implementation science in nutrition practice: A review of the Consolidated Framework for Implementation Research","year":2025,"lang":"en","type":"review","venue":"Nutrition in Clinical Practice","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Toronto General Hospital; Ontario Tech University","funders":"","keywords":"Medicine; Engineering ethics","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":[0.09751488,0.002837281,0.008874048,0.02252586,0.001995241,0.01005173,0.004977591,0.007699483,0.004342423],"category_scores_gemma":[0.1619604,0.002069406,0.006268527,0.02866159,0.007341659,0.009663574,0.006320366,0.008485219,0.001277692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01682366,"about_ca_system_score_gemma":0.05292581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01147362,"about_ca_topic_score_gemma":0.01568398,"domain_scores_codex":[0.919825,0.0446385,0.01706912,0.003911725,0.01345409,0.001101638],"domain_scores_gemma":[0.783644,0.1877977,0.008528224,0.004358994,0.0145108,0.001160291],"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":[0.00006321642,0.00008776262,0.0003346656,0.3069441,0.0008994369,0.00006906038,0.001052182,0.0008536066,0.0001480855,0.04582671,0.009594296,0.6341268],"study_design_scores_gemma":[0.00006575327,0.0001441017,0.001150503,0.6698714,0.001764033,0.0002884513,0.0006055598,0.0005397255,0.0002120541,0.02710838,0.2981476,0.0001024205],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004874548,0.9943605,0.00211458,0.002312147,0.0003434461,0.000138387,0.00003914949,0.00001403634,0.0006291468],"genre_scores_gemma":[0.001823548,0.9882718,0.00782893,0.001196994,0.0002054371,0.000503875,0.00006612687,0.00001419971,0.00008912449],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.09751488,"threshold_uncertainty_score":0.5157142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.8827447620577994,"score_gpt":0.8629887588032631,"score_spread":0.0197560032545363,"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."}}