{"id":"W4315644995","doi":"10.1123/pes.2021-0186","title":"Identifying Risk Profiles for Nonadherence to the 24-Hour Movement Guidelines for Children and Youth 6 Months Into the COVID-19 Pandemic","year":2023,"lang":"en","type":"article","venue":"Pediatric Exercise Science","topic":"Child Development and Digital Technology","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Agency of Canada; Dalhousie University; Toronto Metropolitan University; University of British Columbia; University of Victoria; Children's Hospital of Eastern Ontario","funders":"Canadian Institutes of Health Research","keywords":"Screen time; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Physical activity; Demography; Family medicine; Physical therapy; Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007602423,0.0002584838,0.0002646243,0.0008188187,0.0006641598,0.0007519729,0.0004593712,0.0005248472,0.0009129551],"category_scores_gemma":[0.003256487,0.0002334993,0.0005570095,0.0007831421,0.0001903387,0.0005123182,0.0007603028,0.0007779659,0.0001447543],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00100196,"about_ca_system_score_gemma":0.001725592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1069027,"about_ca_topic_score_gemma":0.1879939,"domain_scores_codex":[0.9994134,0.00008866232,0.00007949679,0.00006848119,0.0001491256,0.0002009241],"domain_scores_gemma":[0.997721,0.0001677468,0.001344253,0.00005533238,0.0003362238,0.0003754325],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000008025198,0.00001329627,0.9989423,0.000003153837,0.000004308392,0.00001326597,0.0001441597,0.000010481,0.00001597634,0.000004692356,0.00004612791,0.0007941186],"study_design_scores_gemma":[4.992744e-7,0.00002385475,0.9992154,0.000008829044,0.000002786243,0.00003634544,0.0005714756,0.00005678547,0.00001843442,0.00000391921,0.0000602299,0.000001359796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989558,0.0001332422,0.00005299077,0.00006975969,0.000004341363,0.00002266656,0.0003744639,0.000002842784,0.0003839276],"genre_scores_gemma":[0.998854,0.0001508112,0.000191879,0.00002427844,0.000004648476,0.00002452605,0.0005764077,0.000001735045,0.000171688],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1069027,"threshold_uncertainty_score":0.2125608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1029775119100095,"score_gpt":0.3805060379326378,"score_spread":0.2775285260226283,"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."}}