{"id":"W4321217273","doi":"10.1186/s12966-022-01377-y","title":"Implementation of a food retail intervention to reduce purchase of unhealthy food and beverages in remote Australia: mixed-method evaluation using the consolidated framework for implementation research","year":2023,"lang":"en","type":"article","venue":"International Journal of Behavioral Nutrition and Physical Activity","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Toronto; Dalhousie University","funders":"Medical Research Council; National Health and Medical Research Council; Canada Research Chairs","keywords":"Implementation research; Thematic analysis; Psychological intervention; Intervention (counseling); Qualitative research; General partnership; Qualitative property; Strategy implementation; Checklist; Medicine; Marketing; Psychology; Business; Nursing; Computer science; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.04534271,0.001846135,0.002510208,0.00187383,0.001596598,0.00163946,0.002290728,0.001859207,0.004092135],"category_scores_gemma":[0.03081796,0.001146162,0.003474527,0.001353409,0.001416006,0.001466054,0.002517205,0.001280498,0.000332766],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004540658,"about_ca_system_score_gemma":0.01036385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009785696,"about_ca_topic_score_gemma":0.01420202,"domain_scores_codex":[0.963407,0.0279548,0.002931494,0.001616528,0.002657091,0.00143311],"domain_scores_gemma":[0.9852358,0.008362962,0.001892372,0.001409427,0.002275918,0.0008235599],"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":[0.06509803,0.1720169,0.01277125,0.02301253,0.003949814,0.0004689176,0.02211413,0.004112387,0.005048253,0.00147592,0.001232873,0.6886989],"study_design_scores_gemma":[0.1187172,0.7482296,0.08365792,0.007335259,0.006968103,0.000202179,0.01331699,0.00649928,0.007354599,0.001841133,0.005567527,0.0003101417],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8409947,0.001432819,0.007602631,0.000288259,0.00009717294,0.1460786,0.0004001331,0.0001624246,0.002943148],"genre_scores_gemma":[0.7318829,0.001988217,0.06579575,0.0005104765,0.00007400031,0.19796,0.0002998654,0.00003380603,0.001455006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04534271,"threshold_uncertainty_score":0.2397981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.7716992745468051,"score_gpt":0.7518601409744815,"score_spread":0.01983913357232359,"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."}}