{"id":"W4220725657","doi":"10.2196/31325","title":"Level of Physical Activity, Sedentary Behavior, and Sleep in the Child and Adolescent Population in the Autonomous Community of the Basque Country (6-17 Years Old): Protocol for the Mugikertu Study","year":2022,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Eusko Jaurlaritza","keywords":"Sedentary behavior; Physical activity; Population; Sedentary lifestyle; Sleep (system call); Psychology; Gerontology; Protocol (science); Actigraphy; Developmental psychology; Medicine; Physical therapy; Environmental health; Psychiatry; Computer science; Alternative 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":[0.01215207,0.002237045,0.002691068,0.002505137,0.002540267,0.001221081,0.001796276,0.001737527,0.01509625],"category_scores_gemma":[0.005794554,0.001501246,0.001935411,0.002308666,0.0009433496,0.0009917241,0.001515045,0.002076494,0.003647744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002244672,"about_ca_system_score_gemma":0.006377509,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006039505,"about_ca_topic_score_gemma":0.008014116,"domain_scores_codex":[0.9934403,0.003749283,0.001108504,0.0005792489,0.0005503945,0.0005721707],"domain_scores_gemma":[0.9959937,0.0005215036,0.0005435563,0.0004212997,0.001961364,0.0005585731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1598415,0.1369824,0.3121831,0.02126261,0.001609757,0.003525954,0.01847893,0.009759243,0.0159223,0.008978628,0.1094481,0.2020075],"study_design_scores_gemma":[0.06219979,0.06475674,0.700514,0.004552092,0.0007004587,0.0007518671,0.01239429,0.00595908,0.004028237,0.00260377,0.1411313,0.000408408],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03484849,0.0002560487,0.002625298,0.0001878405,0.0001293017,0.9532922,0.005928395,0.00006322062,0.002669228],"genre_scores_gemma":[0.008604998,0.0001234352,0.003598513,0.00007627139,0.00002311441,0.9857254,0.001315024,0.00000448171,0.0005287956],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.01509625,"threshold_uncertainty_score":0.06426698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2714565083174565,"score_gpt":0.5181472934542073,"score_spread":0.2466907851367507,"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."}}