{"id":"W4220867942","doi":"10.2196/32420","title":"A Digital Health Program Targeting Physical Activity Among Adolescents With Overweight or Obesity: Open Trial","year":2022,"lang":"en","type":"article","venue":"JMIR Pediatrics and Parenting","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Center for Advancing Translational Sciences; National Institute of Diabetes and Digestive and Kidney Diseases; National Institute of General Medical Sciences; National Institute on Drug Abuse","keywords":"Overweight; Health coaching; Coaching; Medicine; Physical therapy; Obesity; Body mass index; Physical activity; Percentile; Incentive; Gerontology; Psychology","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001019917,0.0002392114,0.0004959529,0.0001190099,0.004582461,0.0001342859,0.0003415713,0.00007955411,0.00007749901],"category_scores_gemma":[0.00008328391,0.0001920658,0.00005617958,0.0007656913,0.00004483762,0.0003508185,0.00094366,0.001239324,0.00001176453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002281873,"about_ca_system_score_gemma":0.001692047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004308541,"about_ca_topic_score_gemma":0.0001247107,"domain_scores_codex":[0.9967918,0.0004528108,0.0005694481,0.0006276879,0.0004902418,0.001067954],"domain_scores_gemma":[0.9977508,0.0002878269,0.0009349898,0.0003003039,0.00009219195,0.0006339084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005872781,0.002846302,0.8257424,0.001939996,0.000009236448,0.000007207402,0.001339663,0.00000601134,5.454017e-7,0.0001895797,0.008375512,0.1536708],"study_design_scores_gemma":[0.04786905,0.005454538,0.5299292,0.0004428184,0.00008239418,0.000008114444,0.004774657,0.003527337,6.347183e-7,0.0001971586,0.406676,0.001038087],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9821131,0.00009955716,0.00008167278,0.0004540406,0.0003617808,0.01541627,0.0001498748,0.0001782747,0.001145381],"genre_scores_gemma":[0.9713366,0.00009582423,0.0001946405,0.0004361238,0.001266658,0.02572314,0.0001298815,0.00004672938,0.0007704202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3983005,"threshold_uncertainty_score":0.9967135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04723273780289167,"score_gpt":0.4184676303898699,"score_spread":0.3712348925869782,"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."}}