{"id":"W4310075623","doi":"10.2196/40366","title":"The Use of Information and Communication Technology–Based Self-management System DialBeticsLite in Treating Abdominal Obesity in Japanese Office Workers: Prospective Single-Arm Pilot Intervention Study","year":2022,"lang":"en","type":"article","venue":"JMIR Diabetes","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pedometer; Waist; Medicine; Physical therapy; Abdominal obesity; Intervention (counseling); Body mass index; Obesity; Prospective cohort study; Physical activity; Internal medicine; 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":[0.001787289,0.0008183682,0.001327774,0.0005417343,0.001024724,0.0004154643,0.0005780832,0.0007996202,0.001885148],"category_scores_gemma":[0.001189891,0.0006426218,0.001102234,0.0002668659,0.0006389825,0.0005346852,0.0008036604,0.001246229,0.0002116746],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004373453,"about_ca_system_score_gemma":0.001536226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002972922,"about_ca_topic_score_gemma":0.005685012,"domain_scores_codex":[0.99931,0.0002627902,0.00007050791,0.00009587676,0.0000823426,0.0001785292],"domain_scores_gemma":[0.9989723,0.0001764068,0.0001453586,0.0000752116,0.0001322585,0.0004984154],"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":[0.1119881,0.718594,0.04984126,0.001698732,0.0007720169,0.0002776724,0.002867904,0.0004603856,0.0236759,0.0000507843,0.000541756,0.08923151],"study_design_scores_gemma":[0.048761,0.8299673,0.1163214,0.00006473655,0.0005417317,0.0000588022,0.001025986,0.0007322636,0.001890737,0.00002461853,0.0005691008,0.00004234249],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987757,0.00008228837,0.0001390358,0.00003182363,0.00001381937,0.0008308572,0.00002454538,0.00000647715,0.0000955223],"genre_scores_gemma":[0.9928346,0.0003355882,0.002780464,0.0002342544,0.00008743969,0.00310447,0.000103168,0.000004599869,0.0005154256],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002972922,"threshold_uncertainty_score":0.009452224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913124217052343,"score_gpt":0.3376932289340613,"score_spread":0.3085619867635379,"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."}}