{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003463948,0.0003108692,0.0008504072,0.0001530179,0.0008696822,0.00001136924,0.000123108,0.0001988924,0.00004350469],"category_scores_gemma":[0.0002085254,0.0002803247,0.00004677495,0.0002343502,0.0001248821,0.000159313,0.0001248758,0.0006047431,0.00001226059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002170444,"about_ca_system_score_gemma":0.0005693999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003614872,"about_ca_topic_score_gemma":0.0009773426,"domain_scores_codex":[0.9953935,0.001149673,0.001328242,0.0009159729,0.0002510267,0.0009616579],"domain_scores_gemma":[0.9959756,0.001408046,0.0007455082,0.0005465681,0.0002737883,0.001050556],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007994318,0.002478342,0.8067809,0.09893812,0.00003220898,5.927645e-7,0.003114483,2.211854e-7,0.00009680419,0.002245187,0.002022144,0.07629672],"study_design_scores_gemma":[0.01304279,0.01392673,0.9595678,0.001404539,0.00007426523,0.000004336794,0.003032074,0.0003916599,0.000005201165,0.001107185,0.007185225,0.0002581948],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9716362,0.003516979,0.0005440937,0.0009465053,0.0003350597,0.0223907,0.0003770177,0.00008248904,0.0001708981],"genre_scores_gemma":[0.9917261,0.003040883,0.0004736879,0.0007776971,0.0001138355,0.003565731,0.00008066383,0.00004730302,0.0001740729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1527869,"threshold_uncertainty_score":0.9999649,"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."}}