{"id":"W4205931552","doi":"10.2196/29537","title":"Preferences for Technology-Mediated Behavioral Lifestyle Interventions With Different Levels of Coach and Peer Support Among Latino Men: Comparative Study Within One Arm of a Randomized Controlled Trial","year":2021,"lang":"en","type":"article","venue":"JMIR Formative Research","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Patient-Centered Outcomes Research Institute","keywords":"Psychological intervention; Weight loss; Randomized controlled trial; Attendance; Intervention (counseling); Medicine; Peer support; Physical therapy; Gerontology; Obesity; Psychology; Clinical psychology; Nursing; Surgery","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":[0.01148702,0.00220343,0.006621848,0.001602166,0.001605605,0.002152184,0.001772351,0.003486834,0.008978587],"category_scores_gemma":[0.01450558,0.001340358,0.004760034,0.001669105,0.002447706,0.002421035,0.001375009,0.002778448,0.0007515996],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00219507,"about_ca_system_score_gemma":0.003526556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003124121,"about_ca_topic_score_gemma":0.004478981,"domain_scores_codex":[0.9863992,0.008564321,0.001663006,0.001386136,0.0008948303,0.00109241],"domain_scores_gemma":[0.9907981,0.003615098,0.002369974,0.0009312147,0.0007288417,0.001556738],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9473687,0.03754068,0.001009807,0.0008265783,0.001801966,0.00002323755,0.0002041969,0.00009609219,0.000442097,0.00006476173,0.0001169527,0.01050486],"study_design_scores_gemma":[0.8868843,0.1096718,0.0019613,0.00007550044,0.0008066075,0.000007052414,0.0000913836,0.0001303629,0.0001208779,0.00006485224,0.0001702591,0.00001572714],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9602327,0.003203708,0.001171268,0.0003380512,0.0006078286,0.0321387,0.0006446315,0.0001103178,0.001552755],"genre_scores_gemma":[0.9289992,0.002258061,0.004176192,0.0007626856,0.0009248607,0.06091582,0.0005329255,0.00002535971,0.001404947],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01148702,"threshold_uncertainty_score":0.06074989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2475215240248752,"score_gpt":0.5487053549585807,"score_spread":0.3011838309337056,"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."}}