{"id":"W4416598960","doi":"10.1186/s12889-025-25745-y","title":"Building readiness in community-based organisations to enable the implementation of public health interventions for adults and older adults: a scoping review","year":2025,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Health Policy Implementation Science","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"National Health and Medical Research Council; Canadian Institutes of Health Research","keywords":"Public health; Biostatistics; Psychological intervention; Health services research; Epidemiology; Health promotion; MEDLINE","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":[0.04808902,0.002078712,0.007112692,0.03215368,0.002215103,0.007984477,0.003975684,0.005093778,0.004267851],"category_scores_gemma":[0.1897115,0.00219969,0.008586363,0.02616783,0.002227582,0.008166832,0.005055476,0.002955603,0.0007362426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008086433,"about_ca_system_score_gemma":0.04375968,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01142782,"about_ca_topic_score_gemma":0.02768207,"domain_scores_codex":[0.9661972,0.01150554,0.01456598,0.001401153,0.005566524,0.0007636744],"domain_scores_gemma":[0.8378307,0.1224231,0.01954471,0.002726403,0.01610767,0.001367443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007001992,0.00004339964,0.0008031059,0.8899316,0.002256835,0.00009381556,0.001409765,0.0001645675,0.00009421033,0.001102741,0.002821331,0.1012087],"study_design_scores_gemma":[0.00001895071,0.00003681642,0.000755376,0.9846876,0.00338476,0.000061496,0.0004458154,0.00005012872,0.00005275228,0.0002882838,0.01020177,0.00001631121],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001683407,0.9899563,0.001081569,0.001662122,0.0005115004,0.003224861,0.0004128607,0.00003482936,0.001432661],"genre_scores_gemma":[0.0114292,0.9797558,0.002961845,0.0009235204,0.0001505255,0.004128677,0.0004194287,0.00001566678,0.0002154863],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.04808902,"threshold_uncertainty_score":0.2543221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5135178015214326,"score_gpt":0.6628653163035574,"score_spread":0.1493475147821248,"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."}}