{"id":"W3105298481","doi":"10.1007/s00127-020-01972-z","title":"Cohort Profile: Quebec Longitudinal Study of Child Development (QLSCD)","year":2020,"lang":"en","type":"article","venue":"Social Psychiatry and Psychiatric Epidemiology","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":134,"is_retracted":false,"has_abstract":false,"ca_institutions":"Cegep Edouard Montpetit; Université Laval; Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; McGill University; Douglas Mental Health University Institute","funders":"","keywords":"Epidemiology; Cohort; Cohort study; Poison control; Medicine; Psychology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0009639497,0.0004620831,0.001075233,0.000151491,0.0007787063,0.00001303807,0.0003576155,0.0003684347,0.0008308673],"category_scores_gemma":[0.00007999715,0.000421245,0.0002289494,0.0006895538,0.0002181322,0.00007700219,0.0001114648,0.000639811,0.0001424726],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003476434,"about_ca_system_score_gemma":0.000213339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007584912,"about_ca_topic_score_gemma":0.0008079685,"domain_scores_codex":[0.9957277,0.0007278452,0.001509014,0.001071015,0.0002733505,0.0006910875],"domain_scores_gemma":[0.9985343,0.0001772653,0.0006295536,0.0002269151,0.0000863898,0.0003456289],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004604019,0.001808313,0.9037676,0.0001733524,0.0005697465,0.000002885256,0.00562126,0.000001465718,5.471799e-7,0.04459514,0.03770129,0.005298009],"study_design_scores_gemma":[0.002222593,0.0005070042,0.9772111,0.00003686236,0.0001291433,0.00001212362,0.003449695,0.000002870712,3.054812e-7,0.002477349,0.01350629,0.0004447286],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9193988,0.003504024,0.0004211703,0.0517747,0.005250163,0.00126178,0.00003107275,0.000142089,0.01821619],"genre_scores_gemma":[0.9890192,0.00008604784,0.001243175,0.005980541,0.002949367,0.00008124078,0.00006680937,0.0000394155,0.000534176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07344345,"threshold_uncertainty_score":0.9998239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0525762608246344,"score_gpt":0.3308984774028135,"score_spread":0.2783222165781791,"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."}}