{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003018912,0.0008746848,0.00111957,0.0008241353,0.001170847,0.0005421524,0.0007123574,0.001014251,0.00100478],"category_scores_gemma":[0.002734087,0.0008936325,0.001225724,0.0005329728,0.0005000922,0.0005686344,0.0007792509,0.0009615019,0.0004510655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006680336,"about_ca_system_score_gemma":0.001346362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009098866,"about_ca_topic_score_gemma":0.01296562,"domain_scores_codex":[0.9984382,0.0005948568,0.00009876909,0.000289287,0.0002619768,0.0003169509],"domain_scores_gemma":[0.9979231,0.0002735332,0.0004163551,0.0003132971,0.0002786525,0.000795114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.05765298,0.07045897,0.8387148,0.0001566205,0.001089718,0.0003670629,0.001695788,0.000303645,0.007336327,0.000039317,0.0008143658,0.02137045],"study_design_scores_gemma":[0.006091453,0.07576796,0.9148979,0.00002327013,0.0003394638,0.0001203468,0.0005546802,0.0004733765,0.001197991,0.00003379706,0.0004656878,0.000034027],"study_design_candidate":"nonrandomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993446,0.00002192599,0.00008092514,0.00001064811,0.000006958657,0.0003450072,0.0001063449,0.000006323615,0.00007725414],"genre_scores_gemma":[0.9967328,0.00006437489,0.0007527985,0.00006862605,0.0000215054,0.001040261,0.000561367,0.000003788866,0.000754557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009098866,"threshold_uncertainty_score":0.0180918,"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."}}