{"id":"W4392575159","doi":"10.1093/sleepadvances/zpae013","title":"Longitudinal study of childhood sleep trajectories and adolescent mental health problems","year":2024,"lang":"en","type":"article","venue":"SLEEP Advances","topic":"Sleep and related disorders","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université du Québec à Trois-Rivières; Research Unit on Children's Psychosocial Maladjustment; Canadian Sleep & Circadian Network; Université Laval; Université de Montréal; Hôpital Rivière-des-Prairies; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Longitudinal study; Psychology; Sleep patterns; Anxiety; Mental health; Sleep (system call); Depression (economics); Normative; Psychiatry; Wakefulness; Developmental psychology; Pediatrics; Clinical psychology; Medicine; Electroencephalography","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001069239,0.0002527563,0.0002203572,0.0007991704,0.0009965607,0.0006575716,0.0005414826,0.000354996,0.001683835],"category_scores_gemma":[0.002632985,0.000332224,0.0004276131,0.001154574,0.0001970159,0.0003717965,0.0004475174,0.0009192939,0.000192828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001912287,"about_ca_system_score_gemma":0.00192417,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.5543873,"about_ca_topic_score_gemma":0.5998473,"domain_scores_codex":[0.9995747,0.0001121463,0.00002620527,0.00008293856,0.00009076724,0.0001131982],"domain_scores_gemma":[0.9979776,0.0002118933,0.0006398471,0.0001449624,0.0006159149,0.0004099198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001472487,0.00001306737,0.9991862,0.00000240184,0.00002526569,0.0000117963,0.0000574889,0.00002647577,0.0000245047,0.00001466981,0.0001182431,0.0005051308],"study_design_scores_gemma":[0.000001374144,0.00001324561,0.9996042,0.000005993352,0.000006347803,0.00001421109,0.0001170536,0.0001188665,0.000009330622,0.000005733734,0.000102622,0.000001158748],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996621,0.0002494875,0.0001283895,0.0001228221,0.000006647596,0.00001792863,0.002454231,0.000005697601,0.0003936805],"genre_scores_gemma":[0.9967266,0.0002121826,0.000186524,0.00002989024,0.000004463172,0.00002868987,0.002433628,0.000002798442,0.0003750759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5543873,"threshold_uncertainty_score":0.8964741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01507481921683782,"score_gpt":0.3101424278016433,"score_spread":0.2950676085848054,"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."}}