{"id":"W4413336174","doi":"10.1111/aphw.70071","title":"Longitudinal associations between physical activity intensity and mental health problems in overweight/obese youth","year":2025,"lang":"en","type":"article","venue":"Applied Psychology Health and Well-Being","topic":"Physical Activity and Health","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Overweight; Strengths and Difficulties Questionnaire; Mental health; Psychology; Longitudinal study; Population; Affect (linguistics); Gerontology; Cohort; Causality (physics); Medicine; Obesity; Cohort study; Clinical psychology; Demography; Psychiatry; Environmental health","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":[0.001290828,0.0001807085,0.0001959036,0.0007098896,0.000446656,0.0005918623,0.0003025055,0.0003349428,0.00107285],"category_scores_gemma":[0.002669485,0.0003020516,0.0005531214,0.0006151115,0.0001690332,0.0003412147,0.0006670077,0.001125764,0.0001762216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002867406,"about_ca_system_score_gemma":0.0004125996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01670318,"about_ca_topic_score_gemma":0.03075864,"domain_scores_codex":[0.9997153,0.00008607437,0.00002831321,0.00004995751,0.00004877103,0.00007157435],"domain_scores_gemma":[0.9985495,0.0001909233,0.0005973706,0.0001282505,0.0002315938,0.000302338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002642269,0.00003940396,0.9989432,0.000003400286,0.00004048156,0.00000637149,0.00005958979,0.00001833664,0.00006160533,0.0000103325,0.00005055352,0.0007403686],"study_design_scores_gemma":[0.000001390472,0.00002594079,0.9997011,0.000004840795,0.00001705187,0.00001156867,0.00009272857,0.00005379913,0.00002424922,0.000008178395,0.00005816945,9.762988e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991704,0.0001836669,0.00007248578,0.000056185,0.000006344377,0.00000496846,0.0003183482,0.000002743572,0.0001849641],"genre_scores_gemma":[0.9986677,0.0001676911,0.000136877,0.00003543771,0.000007173974,0.00001615037,0.0006946427,0.00000230277,0.0002720862],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01670318,"threshold_uncertainty_score":0.03321195,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03619827314886469,"score_gpt":0.3736232346929077,"score_spread":0.337424961544043,"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."}}