{"id":"W4415443329","doi":"10.2196/58722","title":"Hybrid Health IT and Telehealth–Delivered Behavioral Weight Loss Services for Primary Care Patients With Cardiovascular Risk Factors: Intervention Component Design and Pragmatic Randomized Feasibility Trial","year":2025,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Intervention (counseling); Primary care; Psychological intervention; Randomized controlled trial; mHealth; Component (thermodynamics); Weight loss; Health care","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":[0.01454881,0.003512009,0.004656442,0.00180482,0.0017125,0.002577628,0.001990388,0.004534767,0.01675324],"category_scores_gemma":[0.01418805,0.001935059,0.004638844,0.00167098,0.003445729,0.003442237,0.003224871,0.002834632,0.001694145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003302203,"about_ca_system_score_gemma":0.006295812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003697716,"about_ca_topic_score_gemma":0.003211805,"domain_scores_codex":[0.9855872,0.01001298,0.001240639,0.001097523,0.0007766184,0.001284995],"domain_scores_gemma":[0.9932574,0.002526371,0.001322662,0.0008165073,0.0007147582,0.001362185],"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":[0.9165344,0.05800119,0.001130986,0.001639909,0.001724922,0.00005561203,0.0002759568,0.0005483406,0.0004454873,0.0006638112,0.0006347788,0.01834463],"study_design_scores_gemma":[0.8972577,0.09929715,0.001139462,0.0001195469,0.0004671483,0.00001281026,0.0000833615,0.0005002688,0.0001089859,0.0004901603,0.0005032926,0.00002012289],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6444947,0.00196027,0.00698944,0.001534541,0.001715079,0.3364435,0.001954844,0.0003775693,0.004530222],"genre_scores_gemma":[0.6032643,0.0008925032,0.02074037,0.001747252,0.000854647,0.3695215,0.0007133081,0.00003310028,0.00223311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01675324,"threshold_uncertainty_score":0.07694238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04219049639651652,"score_gpt":0.4024989195291961,"score_spread":0.3603084231326796,"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."}}