{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001913015,0.0001193643,0.0002512253,0.0004494445,0.000961002,0.00002070611,0.0002223387,0.0000615582,0.000006139996],"category_scores_gemma":[0.0001277671,0.000109866,0.00002366113,0.0009601534,0.0000585898,0.0002271671,0.0002938561,0.0005433202,0.000004512108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008436571,"about_ca_system_score_gemma":0.00008568469,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006992865,"about_ca_topic_score_gemma":0.001362575,"domain_scores_codex":[0.9971617,0.001018941,0.001055183,0.0001895932,0.000212695,0.0003618753],"domain_scores_gemma":[0.9976742,0.0009896079,0.0006902327,0.0004838583,0.000107214,0.00005492752],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002639266,0.003162294,0.9681922,0.001589735,0.00001770964,2.428167e-7,0.005373766,0.0001108792,0.000005878818,0.001714103,0.00004544672,0.0195238],"study_design_scores_gemma":[0.004236246,0.001534261,0.9017221,0.0009949789,0.00003815874,1.580219e-7,0.08246341,0.005704829,0.000008606833,0.0001552146,0.003004855,0.0001371755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9879178,0.0002090366,0.00002838982,0.0004542503,0.00005431256,0.01096343,0.00001794712,0.00009868252,0.0002561776],"genre_scores_gemma":[0.9616152,0.0000243431,0.001150843,0.00006555926,0.000007567434,0.03706935,0.00003702175,0.00001026032,0.00001983457],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07708965,"threshold_uncertainty_score":0.7391348,"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."}}