{"id":"W2119701512","doi":"10.2196/mhealth.3949","title":"Effectiveness of 6 Months of Tailored Text Message Reminders for Obese Male Participants in a Worksite Weight Loss Program: Randomized Controlled Trial","year":2015,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Korea District Heating Corporation; Seoul National University Bundang Hospital","keywords":"Weight loss; Randomized controlled trial; Overweight; Medicine; Weight management; Body mass index; Physical therapy; Psychological intervention; Short Message Service; Health promotion; Intervention (counseling); Obesity; Nursing; Public health; 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":[0.002297198,0.001900594,0.00557475,0.001084004,0.001067184,0.001145561,0.001727399,0.003776432,0.01158215],"category_scores_gemma":[0.003703021,0.001074116,0.003149524,0.0007062784,0.001122697,0.001355204,0.000799493,0.003011997,0.0009210917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001002369,"about_ca_system_score_gemma":0.001926005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002051696,"about_ca_topic_score_gemma":0.00302207,"domain_scores_codex":[0.9979581,0.0008538791,0.0002667777,0.000444054,0.0002039791,0.0002732868],"domain_scores_gemma":[0.9979754,0.0006627625,0.0005116162,0.0001272351,0.0001220466,0.0006009929],"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":[0.9612167,0.0195403,0.0003721671,0.001739683,0.001169075,0.00003222796,0.00006594636,0.0001577161,0.0005207604,0.00003567892,0.0002986348,0.01485087],"study_design_scores_gemma":[0.9472972,0.05016851,0.001274341,0.0001006891,0.0006032387,0.000007591609,0.00002365893,0.0001822148,0.0001419533,0.00003243322,0.0001586811,0.000009592593],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9674547,0.007078113,0.0009465267,0.0008066323,0.001519068,0.0191003,0.0009691707,0.0003792848,0.001746051],"genre_scores_gemma":[0.9489778,0.004418051,0.003488471,0.001226302,0.00125176,0.03691869,0.0006456011,0.00003300608,0.003040242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01158215,"threshold_uncertainty_score":0.03874612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08395174161817344,"score_gpt":0.4687422149968626,"score_spread":0.3847904733786892,"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."}}