{"id":"W1466568942","doi":"10.1542/peds.2015-0080","title":"Effects of Genotype and Sleep on Temperament","year":2015,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Sleep and related disorders","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto; St. Joseph’s Healthcare Hamilton; Université de Montréal; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research","keywords":"Serotonin transporter; 5-HTTLPR; Temperament; Medicine; Genotype; Longitudinal study; Sleep (system call); Polymorphism (computer science); Clinical psychology; Internal medicine; Psychology; Genetics; Serotonin; Personality; Biology; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007505382,0.000317728,0.000278101,0.0003053536,0.0002284603,0.0003953622,0.0001918249,0.0002414687,0.002223134],"category_scores_gemma":[0.002158149,0.0001375064,0.0004690015,0.0003051539,0.0002283248,0.0001367899,0.0003275103,0.00033716,0.0001486928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001739129,"about_ca_system_score_gemma":0.0001419363,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002033419,"about_ca_topic_score_gemma":0.002527187,"domain_scores_codex":[0.9993973,0.0002871896,0.00004384962,0.0001440286,0.00006075493,0.00006692909],"domain_scores_gemma":[0.9977862,0.0009100844,0.000791654,0.0001776206,0.00007123113,0.0002631671],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004463031,0.00002055803,0.996038,0.000007388323,0.0001800776,0.00009599652,0.00005680212,0.00005319035,0.001465855,0.00001853236,0.00002785714,0.001589441],"study_design_scores_gemma":[0.000001455085,0.00008030719,0.9995928,0.000002539484,0.00002186896,0.0001113939,0.00001309443,0.00006339259,0.00006973551,0.000009420446,0.00003299254,9.389345e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992624,0.000201538,0.0001106566,0.00001873434,0.000003374472,0.000002292547,0.000202004,0.000004274509,0.0001947573],"genre_scores_gemma":[0.9995683,0.00004281246,0.000113016,0.000007510042,0.000002149882,0.000003489051,0.0001659788,0.000002800416,0.00009402628],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002223134,"threshold_uncertainty_score":0.00743711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01171123507623119,"score_gpt":0.2658397033524597,"score_spread":0.2541284682762285,"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."}}