{"id":"W2995222052","doi":"10.1016/j.sleep.2019.11.216","title":"The gender-specific role of prolonged sleep deficits on adolescent health: two longitudinal studies of youth depression and health in Western Canada","year":2019,"lang":"en","type":"article","venue":"Sleep Medicine","topic":"Sleep and related disorders","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Depression (economics); Adolescent health; Longitudinal study; Sleep (system call); Psychology; Psychiatry; Clinical psychology; Medicine; Gerontology","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":[0.001678392,0.0005948356,0.0007333387,0.001774149,0.005646164,0.00232072,0.002120733,0.001195949,0.001640615],"category_scores_gemma":[0.003420979,0.0007519614,0.001257536,0.004557333,0.001432164,0.001141509,0.00192234,0.001968652,0.0002211936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01923245,"about_ca_system_score_gemma":0.02458299,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9870164,"about_ca_topic_score_gemma":0.9942273,"domain_scores_codex":[0.9985467,0.0002018597,0.0000781058,0.0002407035,0.0002348708,0.0006977852],"domain_scores_gemma":[0.9965433,0.0002499734,0.0006306135,0.0002188143,0.001367939,0.000989344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005447394,0.00004753985,0.9962649,0.000009567721,0.00007044667,0.00006289945,0.002118551,0.00002087129,0.00009767147,0.00006722171,0.0001996833,0.0009862536],"study_design_scores_gemma":[0.000002602888,0.00001141749,0.99696,0.00001439368,0.00002422703,0.00002078508,0.002705707,0.00003972722,0.00001789574,0.0000151195,0.0001827693,0.000005422845],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971856,0.0008113612,0.00007139787,0.0002466933,0.00001647645,0.00003304335,0.0008300813,0.000003673389,0.0008015148],"genre_scores_gemma":[0.9974365,0.0005221532,0.0001157089,0.0001331948,0.000006918134,0.00003415945,0.0008088335,0.000006746954,0.0009357384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01923245,"threshold_uncertainty_score":0.1395419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05711315270950412,"score_gpt":0.3394461858289349,"score_spread":0.2823330331194308,"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."}}