{"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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01444396,0.0003466744,0.001604049,0.0001917462,0.004788939,0.00005192286,0.0001511489,0.0003891778,0.00005467061],"category_scores_gemma":[0.001009431,0.000243113,0.0001571053,0.0003212523,0.0003406657,0.0002008688,0.0001485997,0.001581834,0.00002971862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005445912,"about_ca_system_score_gemma":0.001018599,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002391134,"about_ca_topic_score_gemma":0.003856508,"domain_scores_codex":[0.9900665,0.004758395,0.002624068,0.0006680251,0.0004569041,0.001426098],"domain_scores_gemma":[0.9896206,0.007316059,0.001729154,0.0002971174,0.0002578918,0.0007792197],"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":[0.7626873,0.0005245659,0.1528136,0.008185072,0.0001436431,0.000001653656,0.03934699,1.332484e-7,0.000002058118,0.01263798,0.006161893,0.01749512],"study_design_scores_gemma":[0.9212574,0.0005934943,0.05330811,0.000647049,0.0002566081,0.000002255886,0.003843772,0.0005342051,6.326184e-7,0.001791274,0.01751168,0.0002535329],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482886,0.00696569,0.000491539,0.01501283,0.00127691,0.02459577,0.0000854418,0.00009894032,0.003184333],"genre_scores_gemma":[0.9469695,0.03052438,0.0003518704,0.001939024,0.001592583,0.01765055,0.00005815905,0.00003719579,0.0008767456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1585701,"threshold_uncertainty_score":0.9965067,"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."}}