{"id":"W4416912799","doi":"10.1111/camh.70048","title":"Prospective association of device‐based physical activity and sedentary time during childhood with mental health outcomes during adolescence","year":2025,"lang":"en","type":"article","venue":"Child and Adolescent Mental Health","topic":"Physical Activity and Health","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"Coordenação de Aperfeiçoamento de Pessoal de Nível Superior","keywords":"Physical activity; Association (psychology); Mental health; Depressive symptoms; Psychological distress; Sedentary behavior; Distress; Sedentary lifestyle","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0006973456,0.0002689412,0.0002704593,0.0006441707,0.0002746395,0.0006731109,0.000433135,0.0003343487,0.001265497],"category_scores_gemma":[0.001965929,0.0002966981,0.0005432628,0.0008627171,0.0001829314,0.0003467098,0.0006007946,0.0007664479,0.0001775823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002426758,"about_ca_system_score_gemma":0.0002514125,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007146899,"about_ca_topic_score_gemma":0.01101956,"domain_scores_codex":[0.999543,0.000118618,0.00004849555,0.0001088812,0.00009582817,0.00008532787],"domain_scores_gemma":[0.9983482,0.0001893869,0.0009267267,0.00008553831,0.0002051907,0.0002449441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001997578,0.00001390932,0.9993142,0.000008215583,0.0000443811,0.00001054546,0.00002044879,0.00001117207,0.00003710713,0.000007747663,0.00003260087,0.0004796368],"study_design_scores_gemma":[9.307168e-7,0.0000242423,0.999759,0.000006457566,0.00001909941,0.00003831278,0.00003681241,0.00003364102,0.00001241474,0.000004107091,0.00006419347,7.930245e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974232,0.0009353945,0.0001194294,0.00004897869,0.00001290076,0.00001082323,0.0009726953,0.000003831269,0.0004728352],"genre_scores_gemma":[0.9985197,0.0004502606,0.0001010806,0.00001748879,0.00001335511,0.00001467628,0.0006988726,0.000002872292,0.0001817868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007146899,"threshold_uncertainty_score":0.01421058,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00684964016455432,"score_gpt":0.2838941046155771,"score_spread":0.2770444644510228,"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."}}