{"id":"W2900909100","doi":"10.2196/10737","title":"Change in Waist Circumference With Continuous Use of a Smart Belt: An Observational Study","year":2018,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Physical Activity and Health","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Ministry of Science and ICT, South Korea; National IT Industry Promotion Agency","keywords":"Waist; Circumference; Observational study; Obesity; Medicine; Environmental health; Business; Internal medicine","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":[0.002868695,0.0004829607,0.0007790724,0.0008159283,0.0007298009,0.0008020641,0.0006139422,0.0009325253,0.001211105],"category_scores_gemma":[0.004153077,0.0007858584,0.001443446,0.001461946,0.0005163997,0.0009391131,0.0005994482,0.00156354,0.0004874571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572311,"about_ca_system_score_gemma":0.0008149116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004442756,"about_ca_topic_score_gemma":0.004436416,"domain_scores_codex":[0.9977165,0.0008094264,0.0003039657,0.000407129,0.0005509797,0.0002118209],"domain_scores_gemma":[0.9947094,0.001108038,0.002129805,0.0006320306,0.0006726913,0.0007480837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000930004,0.0008748322,0.9963254,0.00003634807,0.0001952162,0.00006338938,0.0001925211,0.0000310737,0.0002075057,0.000008565592,0.00007598743,0.001059065],"study_design_scores_gemma":[0.00008322474,0.0020904,0.9969804,0.00001096204,0.0001021329,0.0001141599,0.0002014149,0.000206877,0.00006254306,0.000009526048,0.0001287167,0.000009555873],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992635,0.0001126316,0.0001378656,0.00001301712,0.000005663993,0.00005354662,0.0002494543,0.000003159222,0.0001611677],"genre_scores_gemma":[0.9984974,0.0001134132,0.0003532948,0.00005583835,0.00001846094,0.000116448,0.0006581659,0.000003329251,0.0001836952],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004442756,"threshold_uncertainty_score":0.01517129,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4166395552570986,"score_gpt":0.4608326663631001,"score_spread":0.04419311110600155,"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."}}