{"id":"W3015414278","doi":"10.2196/16083","title":"Changes in Health-Risk Behavior, Body Mass Index, Mental Well-Being, and Risk Status Following Participation in a Stepwise Web-Based and Face-to-Face Intervention for Prevention of Lifestyle-Related Diseases: Nonrandomized Follow-Up Cohort Study","year":2020,"lang":"en","type":"article","venue":"JMIR Public Health and Surveillance","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Body mass index; Medicine; Intervention (counseling); Mental health; Health risk; Environmental health; Psychiatry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0082549,0.0002345285,0.001075144,0.0003340256,0.00016254,0.00004229894,0.00004812774,0.0001217887,0.0000107901],"category_scores_gemma":[0.000864608,0.00023501,0.0001769126,0.0005125795,0.00003488352,0.0001609777,0.00004193063,0.0002840504,7.489083e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002117269,"about_ca_system_score_gemma":0.0004144186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007408998,"about_ca_topic_score_gemma":0.002683963,"domain_scores_codex":[0.9930627,0.004111011,0.001205545,0.0006137648,0.0004109061,0.0005960262],"domain_scores_gemma":[0.9979292,0.000169709,0.0005606039,0.0002041393,0.0000821296,0.001054225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00127227,0.0008207239,0.940542,0.0012287,0.0001071466,0.000003265933,0.003756845,0.00001185163,0.00001187377,0.000002035609,0.00002094506,0.05222236],"study_design_scores_gemma":[0.05403378,0.003158148,0.9278523,0.0002716236,0.00003641822,0.000001240516,0.001888663,0.0121262,0.000001703783,0.000008958586,0.0004632666,0.0001577432],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9778011,0.001462916,0.005124061,0.00261089,0.0001631361,0.01269577,0.00007936348,0.00005758001,0.000005157421],"genre_scores_gemma":[0.9953651,0.001659286,0.00009851817,0.0002918471,0.00002560112,0.002182798,0.0003177976,0.00002917981,0.00002986285],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05276151,"threshold_uncertainty_score":0.9583429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01765953430876137,"score_gpt":0.3402098217610548,"score_spread":0.3225502874522934,"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."}}