{"id":"W3008847435","doi":"10.2196/15919","title":"Effectiveness of the Fun for Wellness Web-Based Behavioral Intervention to Promote Physical Activity in Adults With Obesity (or Overweight): Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Physical Activity and Health","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overweight; Psychological intervention; Randomized controlled trial; Obesity; Population; Intervention (counseling); Health promotion; Medicine; Promotion (chess); Physical therapy; Gerontology; Psychology; Public health; Environmental health; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002912468,0.0001803445,0.001697679,0.0001343436,0.0001386605,0.0000192183,0.0001742494,0.0000818608,0.00001261207],"category_scores_gemma":[0.0007135909,0.00008898673,0.0005054552,0.0007215047,0.0002607571,0.00020348,0.00009663318,0.0006799203,0.000005448566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002268977,"about_ca_system_score_gemma":0.00048076,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001440055,"about_ca_topic_score_gemma":0.00006351079,"domain_scores_codex":[0.9955106,0.002647116,0.0003266319,0.0002919308,0.0008220493,0.0004017052],"domain_scores_gemma":[0.99633,0.002725566,0.0001878016,0.0002116101,0.0003387604,0.0002063003],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9743285,0.01207551,0.00007678328,0.003080951,0.00007370361,0.000002888085,0.003559855,0.00001002606,0.003243873,0.0002197158,0.00001736572,0.003310888],"study_design_scores_gemma":[0.8888004,0.01703485,0.006355703,0.001765293,0.00005950735,4.512656e-7,0.0001870072,0.01975215,0.06576461,0.0001663233,0.00001013341,0.0001034987],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688212,0.00000241188,0.0008765158,0.001092974,0.00004583256,0.02900644,0.00004557415,0.00002040815,0.00008868776],"genre_scores_gemma":[0.9936166,7.251935e-7,0.00002045105,0.00002072438,0.00009736044,0.006202094,0.000008425861,0.00001593604,0.00001772214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08552797,"threshold_uncertainty_score":0.3628774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05592919890661553,"score_gpt":0.4317765904469569,"score_spread":0.3758473915403414,"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."}}