{"id":"W2911884741","doi":"10.2196/12289","title":"Effectiveness and Feasibility of a Remote Lifestyle Intervention by Dietitians for Overweight and Obese Adults: Pilot Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":69,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Innosuisse - Schweizerische Agentur für Innovationsförderung","keywords":"Overweight; Intervention (counseling); Medicine; Physical therapy; mHealth; Obesity; Gerontology; Family medicine; Psychological intervention; Nursing","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":[0.004454184,0.001159119,0.001116107,0.000692196,0.001154038,0.00056725,0.000807372,0.001220045,0.005336061],"category_scores_gemma":[0.00522877,0.0006232627,0.001275354,0.0003289764,0.0006533403,0.0008024337,0.001119906,0.00115479,0.0008994679],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006900139,"about_ca_system_score_gemma":0.002484421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002361644,"about_ca_topic_score_gemma":0.003126943,"domain_scores_codex":[0.9975683,0.001283787,0.0001865109,0.0003083529,0.000260076,0.0003929552],"domain_scores_gemma":[0.9962038,0.001511579,0.0003807994,0.0004033413,0.0004925183,0.001007904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.08403632,0.7294736,0.03366918,0.001575279,0.000465197,0.0005052619,0.003382491,0.0006678775,0.008625549,0.00006685673,0.001102356,0.1364301],"study_design_scores_gemma":[0.06019689,0.8141827,0.1192863,0.0001169693,0.0004914925,0.0001413706,0.001347546,0.00097983,0.002057065,0.00005566361,0.001089994,0.00005411772],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925514,0.00004520957,0.0002700356,0.00005669513,0.00002576144,0.006350898,0.0001606635,0.00004174548,0.0004975701],"genre_scores_gemma":[0.9716613,0.0003027843,0.005399245,0.0002920405,0.0001262545,0.02043185,0.0005825073,0.00002049561,0.001183393],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005336061,"threshold_uncertainty_score":0.02355623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05819013728695954,"score_gpt":0.4614210815534807,"score_spread":0.4032309442665212,"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."}}