{"id":"W4385418667","doi":"10.1186/s12961-023-01027-0","title":"From trials to communities: implementation and scale-up of health behaviour interventions","year":2023,"lang":"en","type":"article","venue":"Health Research Policy and Systems","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; National Heart Foundation of Australia","keywords":"Psychological intervention; Scale (ratio); Medicine; Health services research; Intervention (counseling); Randomized controlled trial; Sampling frame; Public health; Health administration; Environmental health; Gerontology; Family medicine; Nursing; Population","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.7783063,0.00333123,0.01239055,0.01471018,0.005303185,0.02182185,0.009755796,0.01041118,0.008332476],"category_scores_gemma":[0.8850028,0.00492967,0.00996771,0.01269545,0.01062384,0.03401522,0.02720586,0.01158535,0.002308062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01550565,"about_ca_system_score_gemma":0.05836468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002731123,"about_ca_topic_score_gemma":0.00315984,"domain_scores_codex":[0.08878107,0.7836645,0.0824625,0.008913803,0.0339758,0.002202342],"domain_scores_gemma":[0.1181374,0.6584445,0.07287612,0.08431148,0.05859296,0.00763755],"domain_codex":"methods","domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.009343984,0.001731934,0.01395737,0.1688833,0.008140526,0.0005171875,0.0224283,0.002450124,0.0009954172,0.01147918,0.01729,0.7427828],"study_design_scores_gemma":[0.07582191,0.04127321,0.05346337,0.5101027,0.02055867,0.001640072,0.01933064,0.007262338,0.005455989,0.144641,0.1188421,0.001608089],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"empirical","genre_scores_codex":[0.0694126,0.2211057,0.09422166,0.06821216,0.01456441,0.5085111,0.002089518,0.001462777,0.02042008],"genre_scores_gemma":[0.2827586,0.0459244,0.2563975,0.0222464,0.002810501,0.3867825,0.001274301,0.0003366117,0.001469246],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7783063,"threshold_uncertainty_score":0.2733878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9717480662652362,"score_gpt":0.8318351400887926,"score_spread":0.1399129261764437,"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."}}