{"id":"W4392256172","doi":"10.2196/51201","title":"An mHealth Intervention Promoting Physical Activity and Healthy Eating in a Family Setting (SMARTFAMILY): Randomized Controlled Trial","year":2024,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Bundesministerium für Bildung und Forschung; Karlsruhe Institute of Technology","keywords":"mHealth; Randomized controlled trial; Intervention (counseling); Physical activity; Psychology; Physical therapy; Medicine; Gerontology; Psychological intervention; 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":[0.002569573,0.001585976,0.004328564,0.0007746259,0.0009192221,0.001053572,0.001135878,0.002808011,0.01209143],"category_scores_gemma":[0.003200659,0.0008379499,0.002479264,0.0006512419,0.001203449,0.001339633,0.0007945373,0.002075151,0.0009247189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100734,"about_ca_system_score_gemma":0.002002604,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002489565,"about_ca_topic_score_gemma":0.004893844,"domain_scores_codex":[0.9986494,0.0005483401,0.0001456819,0.0003342051,0.0001277115,0.0001945532],"domain_scores_gemma":[0.9989526,0.0003558699,0.0002298823,0.00008849325,0.0001108398,0.0002622316],"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":[0.9528599,0.01519584,0.0004242592,0.004515226,0.002736903,0.00005370043,0.0001026111,0.0001905511,0.0008760075,0.0001553091,0.0009295414,0.02196011],"study_design_scores_gemma":[0.9731866,0.02429876,0.0007652361,0.0001541846,0.0008185569,0.00001090537,0.00002265839,0.0001445893,0.0001219151,0.00008027919,0.000386395,0.000009809],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8858467,0.01568874,0.002730603,0.001386726,0.00296842,0.08406943,0.00293862,0.0006143027,0.003756452],"genre_scores_gemma":[0.8484231,0.006958454,0.009712928,0.002222687,0.001339634,0.1250725,0.001024874,0.00004793169,0.005198006],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01209143,"threshold_uncertainty_score":0.04044986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05275062729140181,"score_gpt":0.4788010339042054,"score_spread":0.4260504066128036,"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."}}