{"id":"W3161079836","doi":"10.31234/osf.io/gqpzv","title":"Genetic and environmental factors predict multivariate trajectories of maternal distress after birth","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; McMaster University; University of Toronto; BC Children's Hospital; University of British Columbia; Hospital for Sick Children; Concordia University; Canadian Institute for Advanced Research; Jewish General Hospital; McGill University; Douglas Mental Health University Institute","funders":"Canadian Institutes of Health Research; Ludmer Centre for Neuroinformatics and Mental Health; Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung; National Science Foundation","keywords":"Psychosocial; Latent class model; Distress; Offspring; Multivariate analysis; Psychology; Clinical psychology; Medicine; Pregnancy; Demography; Psychiatry; Internal medicine; Genetics; Biology","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":[0.001010954,0.0002623191,0.0001342321,0.0003803273,0.0002982228,0.0005568211,0.0003366235,0.000280121,0.001682166],"category_scores_gemma":[0.004458659,0.0002233284,0.0005151245,0.0004737809,0.0002436555,0.0002826543,0.0006369225,0.0007363082,0.0001782548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003426,"about_ca_system_score_gemma":0.0003708461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008859246,"about_ca_topic_score_gemma":0.008392639,"domain_scores_codex":[0.9996073,0.000154556,0.00002357479,0.00008529609,0.00004657444,0.00008266739],"domain_scores_gemma":[0.9979618,0.000637182,0.0007441893,0.0002474666,0.0001278883,0.0002816363],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006293219,0.00001614204,0.997354,0.000002362384,0.00003546661,0.00003203454,0.0001202425,0.0002018668,0.0001958922,0.00005101462,0.00004245202,0.001885598],"study_design_scores_gemma":[0.000001212886,0.00003225758,0.9980709,0.000004753457,0.0000107988,0.00007538799,0.0001444084,0.001420972,0.00006428076,0.0001134248,0.00005853885,0.000003120909],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990429,0.00006118102,0.0005247352,0.00005038198,0.000001902669,0.000003613701,0.0001892161,0.000007182729,0.0001189134],"genre_scores_gemma":[0.9990788,0.00006013759,0.0003852041,0.000004623178,0.00000139726,0.000007524669,0.000322885,0.000003915103,0.0001355445],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008859246,"threshold_uncertainty_score":0.01761538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01241138086420069,"score_gpt":0.2527809746964605,"score_spread":0.2403695938322598,"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."}}