{"id":"W2884655343","doi":"10.2196/10471","title":"The Association Between Engagement and Weight Loss Through Personal Coaching and Cell Phone Interventions in Young Adults: Randomized Controlled Trial","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":58,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Heart, Lung, and Blood Institute; Health Services Research and Development; U.S. Department of Veterans Affairs","keywords":"Psychological intervention; mHealth; Coaching; Randomized controlled trial; Mobile phone; Weight loss; Intervention (counseling); Health coaching; Psychology; Phone; Behavior change; Association (psychology); Gerontology; Physical therapy; Medicine; Obesity; Social psychology; Psychotherapist; Computer science; Psychiatry","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":[0.005580023,0.001152465,0.004509078,0.0008265655,0.0009054323,0.001506905,0.0009580248,0.002818327,0.006543449],"category_scores_gemma":[0.009963174,0.000846285,0.004076225,0.001148098,0.001361152,0.001273844,0.0009170902,0.002890689,0.0005952717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001013598,"about_ca_system_score_gemma":0.002335161,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003079008,"about_ca_topic_score_gemma":0.004280482,"domain_scores_codex":[0.9952883,0.002620036,0.000655679,0.0007159782,0.0003552434,0.0003648518],"domain_scores_gemma":[0.9949862,0.002127476,0.001335484,0.0003201386,0.0004024004,0.0008283232],"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":[0.9776565,0.004858528,0.002374171,0.002009076,0.004123232,0.0000220638,0.00009906325,0.00008529466,0.0003330708,0.00005753016,0.0002901007,0.008091286],"study_design_scores_gemma":[0.9308035,0.0549682,0.007571145,0.0003620165,0.005000887,0.00002239055,0.00007945911,0.0003030579,0.0002225551,0.000125123,0.0005193313,0.00002231135],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9638084,0.0124397,0.001043908,0.0006951965,0.001226144,0.01760658,0.001333671,0.0001562229,0.001690161],"genre_scores_gemma":[0.9482303,0.004936253,0.003218167,0.0008994721,0.0008140099,0.0392846,0.0006966548,0.000024211,0.001896404],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006543449,"threshold_uncertainty_score":0.02951032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05784395555416131,"score_gpt":0.4316050896695396,"score_spread":0.3737611341153783,"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."}}