{"id":"W4404639242","doi":"10.3390/medsci12040068","title":"The Impact of Telemonitoring and Telehealth Coaching on General Nutrition Knowledge in Overweight and Obese Individuals: A Pilot Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"Medical Sciences","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Horizon Health Network","funders":"King Abdulaziz University","keywords":"Medicine; Randomized controlled trial; Telehealth; Coaching; Overweight; Physical therapy; Anthropometry; Obesity; Psychological intervention; Gerontology; Telemedicine; Internal medicine; Health care; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01799795,0.0001352979,0.0007486001,0.0002161578,0.001175361,0.00003794752,0.0001759464,0.0001324916,0.00005077635],"category_scores_gemma":[0.002858616,0.00006433029,0.00008083251,0.0004861633,0.0006446464,0.00008656758,0.00006876289,0.0007057416,0.000005856707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001245017,"about_ca_system_score_gemma":0.002061593,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001584904,"about_ca_topic_score_gemma":0.0003301607,"domain_scores_codex":[0.9954087,0.002078508,0.001082637,0.0003238983,0.0005349433,0.0005713745],"domain_scores_gemma":[0.9838956,0.01526926,0.0002152706,0.0001118497,0.00003518027,0.000472814],"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":[0.5296936,0.001654466,0.02217695,0.002750367,0.0001169079,0.000008983231,0.006116698,0.000007816584,0.00004500061,0.2066025,0.005212186,0.2256145],"study_design_scores_gemma":[0.9545342,0.00195709,0.00552821,0.002164418,0.00003107383,0.000004767051,0.0007173108,0.01772086,0.000002547696,0.009164869,0.008029858,0.0001448395],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726518,0.01108788,0.0000473399,0.004928392,0.0009174472,0.008420363,0.000008320097,0.00003728992,0.001901136],"genre_scores_gemma":[0.9802406,0.01106527,0.00008514324,0.0001417379,0.0008612463,0.007511177,0.000002268585,0.000006919967,0.00008567553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4248405,"threshold_uncertainty_score":0.9040045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06117331767538313,"score_gpt":0.4858812742571023,"score_spread":0.4247079565817192,"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."}}