{"id":"W1866629817","doi":"10.2196/resprot.4369","title":"A “Community Fit” Community-Based Participatory Research Program for Family Health, Happiness, and Harmony: Design and Implementation","year":2015,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Health, psychology, and well-being","field":"Health Professions","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Happiness; Harmony (color); Community-based participatory research; Psychological intervention; Psychology; Community health; Gerontology; Nursing; Participatory action research; Medicine; Sociology; Social psychology; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0284832,0.001173154,0.000818164,0.001780219,0.004792219,0.001367864,0.002696033,0.001877294,0.01098902],"category_scores_gemma":[0.01654193,0.001504378,0.001253989,0.001342043,0.002243712,0.001353161,0.006461313,0.001932757,0.001205969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001427297,"about_ca_system_score_gemma":0.01337587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002309975,"about_ca_topic_score_gemma":0.006797167,"domain_scores_codex":[0.9690307,0.02575791,0.0006129246,0.002131609,0.001248431,0.001218408],"domain_scores_gemma":[0.9895409,0.004195565,0.0005134837,0.001861056,0.001724037,0.002165006],"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":[0.005459195,0.0556245,0.01516284,0.00392288,0.0003217533,0.001358136,0.0801385,0.00427697,0.01888952,0.01136454,0.01453471,0.7889464],"study_design_scores_gemma":[0.08327294,0.149353,0.1488113,0.006201607,0.001672881,0.002535444,0.1246869,0.05101562,0.03291471,0.05657142,0.3417929,0.001171224],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.2826183,0.0002402933,0.2247978,0.002145412,0.0002848198,0.4720153,0.001122035,0.001452487,0.01532364],"genre_scores_gemma":[0.1317238,0.0001149209,0.38126,0.0008093503,0.00003596674,0.4832661,0.0002240072,0.00007668466,0.002489252],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.0284832,"threshold_uncertainty_score":0.1506354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.9012184033860093,"score_gpt":0.7572068390510616,"score_spread":0.1440115643349478,"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."}}