{"id":"W2936676062","doi":"10.1542/peds.2018-3307","title":"Lifestyle Behavior and Mental Health in Early Adolescence","year":2019,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Obesity, Physical Activity, Diet","field":"Medicine","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Calgary; Capital District Health Authority","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Mental illness; Mental health; Confidence interval; Proxy (statistics); Screen time; Psychiatry; Population; Affect (linguistics); Family medicine; Physical activity; Environmental health; Physical therapy","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":[0.0004061151,0.0001873844,0.0001780454,0.0006747311,0.0006422609,0.0006741677,0.0002959069,0.0002584274,0.001649387],"category_scores_gemma":[0.001702971,0.000196684,0.0004088388,0.0009356888,0.0002561729,0.0002113259,0.0004703875,0.0005495905,0.00008476197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002186416,"about_ca_system_score_gemma":0.002914296,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.548426,"about_ca_topic_score_gemma":0.5918621,"domain_scores_codex":[0.999687,0.0000582743,0.00001924712,0.00004132203,0.00008467725,0.0001094108],"domain_scores_gemma":[0.9991814,0.00006945419,0.0003293092,0.00002223281,0.0001828147,0.0002146091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001452233,0.00002933966,0.9956787,0.0000198382,0.00002712169,0.00002859531,0.0001998666,0.00002508645,0.00006451437,0.00006268835,0.0001990058,0.003650722],"study_design_scores_gemma":[5.002177e-7,0.000005031365,0.9995655,0.00002032602,0.000007052415,0.00002563747,0.0001175041,0.00003050756,0.00001092396,0.000009626684,0.0002063772,9.717813e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930794,0.002624005,0.0001044413,0.0006525751,0.00002020459,0.00003101585,0.001323369,0.000009184361,0.002155819],"genre_scores_gemma":[0.9977398,0.001292179,0.0001542988,0.0000468979,0.00000854084,0.00001243297,0.0004075481,0.000001711312,0.0003365834],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.548426,"threshold_uncertainty_score":0.9084668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01034744815697584,"score_gpt":0.2754622968609246,"score_spread":0.2651148487039487,"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."}}