{"id":"W2761724946","doi":"10.1093/pch/pxx086.039","title":"ANALYSIS ON USE OF THE FITBIT SYSTEM TO PROMOTE HEALTHY BEHAVIOR CHANGE IN OVERWEIGHT AND OBESE ADOLESCENTS","year":2017,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Mobile Health and mHealth Applications","field":"Health Professions","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overweight; Activity tracker; Medicine; Physical therapy; Physical activity; Obesity; Behavior change; Gerontology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00204717,0.0002752358,0.0002964863,0.001243459,0.0004496631,0.000627843,0.000265116,0.0002032302,0.001488353],"category_scores_gemma":[0.006484876,0.0001784439,0.0008848006,0.00133555,0.000166803,0.0003226917,0.0005526485,0.0003916787,0.0001889567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029364,"about_ca_system_score_gemma":0.001381349,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04373425,"about_ca_topic_score_gemma":0.05459292,"domain_scores_codex":[0.9984868,0.0004487826,0.0001935716,0.0001114821,0.0006216378,0.0001377625],"domain_scores_gemma":[0.9957666,0.0009179784,0.00106619,0.000152211,0.001794154,0.0003028403],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004579454,0.0003368974,0.9628727,0.0001585604,0.0001102544,0.00004353645,0.001451405,0.00009344753,0.000499011,0.00003380645,0.0002780057,0.03366431],"study_design_scores_gemma":[0.000007190105,0.0002778387,0.9980928,0.0000258777,0.00005483474,0.00002634103,0.0006763965,0.0002339523,0.0002178302,0.000005313222,0.0003776321,0.000003905675],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977835,0.0001327391,0.0002775215,0.00004185754,0.000005142365,0.0001753283,0.000537962,0.00001551772,0.001030559],"genre_scores_gemma":[0.9969524,0.0001936993,0.001008855,0.00003408211,0.000004153805,0.0002214015,0.0008882192,0.000007558703,0.0006896505],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04373425,"threshold_uncertainty_score":0.08695936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06012869701272085,"score_gpt":0.401950610019656,"score_spread":0.3418219130069352,"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."}}