{"id":"W2995705303","doi":"10.2196/14841","title":"Step-Based Metrics and Overall Physical Activity in Children With Overweight or Obesity: Cross-Sectional Study","year":2019,"lang":"en","type":"article","venue":"JMIR mhealth and uhealth","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute on Aging; European Regional Development Fund; Junta de Andalucía; Ministerio de Economía y Competitividad; Universidad de Granada; Instituto de Salud Carlos III; European Commission","keywords":"Cadence; Overweight; Medicine; Psychological intervention; Obesity; Childhood obesity; Physical therapy; Cross-sectional study; Public health; Demography; Physical activity; Gerontology; Physical medicine and rehabilitation","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":[0.001561444,0.0004505664,0.0004683959,0.0008194161,0.0004299804,0.0006379213,0.0004952783,0.0005185814,0.001527074],"category_scores_gemma":[0.002907848,0.0006411471,0.0007619326,0.001241615,0.0002836369,0.0006383497,0.0005976645,0.001010045,0.0004344642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003627472,"about_ca_system_score_gemma":0.0003926833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006760757,"about_ca_topic_score_gemma":0.01048086,"domain_scores_codex":[0.9992151,0.0002031443,0.0001000864,0.0001712044,0.0002061821,0.0001043011],"domain_scores_gemma":[0.9978956,0.0003776622,0.0009620253,0.0001711173,0.0003191776,0.0002743693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002466843,0.00003849869,0.9994718,0.000008513392,0.00004478922,0.00001060012,0.00004904654,0.00001056827,0.00004187115,0.000003753253,0.00002358687,0.0002722619],"study_design_scores_gemma":[0.000002546632,0.00009342081,0.9995264,0.000004943804,0.00002717739,0.00008298321,0.0001305788,0.00004975411,0.00001968907,0.000002521321,0.00005848305,0.000001512613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990703,0.0001689059,0.0001238365,0.00001277119,0.000003880538,0.00001933473,0.0004222294,0.00000397035,0.0001747186],"genre_scores_gemma":[0.9986852,0.0001388528,0.0003620909,0.00001820892,0.000006383235,0.0000459642,0.0006103311,0.000004502248,0.0001284907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006760757,"threshold_uncertainty_score":0.01344281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03476651812133154,"score_gpt":0.3659945288714521,"score_spread":0.3312280107501206,"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."}}