{"id":"W2533736849","doi":"10.1111/ppe.12320","title":"3D Cohort Study: The Integrated Research Network in Perinatology of Quebec and Eastern Ontario","year":2016,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-Montréal; Clinique Paro Excellence; McGill University Health Centre; McGill University; University of Ottawa; Hôpital du Sacré-Cœur de Montréal; Jewish General Hospital; Université du Québec; Université de Sherbrooke; Centre Hospitalier Universitaire Sainte-Justine; Centre Hospitalier Universitaire de Sherbrooke; Centre Hospitalier de l’Université de Montréal; Université Laval; Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychosocial; Cohort; Pregnancy; Cohort study; Obstetrics; Pediatrics; Family medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.00416919,0.0001362297,0.0005927035,0.0001175125,0.000103731,0.000002623375,0.00009685176,0.0001432657,0.0001222657],"category_scores_gemma":[0.0007298616,0.00007050904,0.00002957242,0.000136537,0.0004517088,0.00003910318,0.0002044053,0.0004392285,0.000008878419],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001032241,"about_ca_system_score_gemma":0.0001505521,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1227496,"about_ca_topic_score_gemma":0.09779488,"domain_scores_codex":[0.9973387,0.001105337,0.0005687939,0.0003436563,0.0001098633,0.0005337163],"domain_scores_gemma":[0.9967171,0.002759767,0.0001135263,0.0002177023,0.00006013663,0.0001317899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006462831,0.00005401648,0.9866439,0.0002802658,0.00002718528,0.00005346979,0.0006935122,5.482277e-7,0.000001770577,0.0008552498,0.00003642766,0.01070735],"study_design_scores_gemma":[0.001015704,0.0008626066,0.991375,0.0002532407,0.00002014453,0.0001627054,0.0001487693,0.00004015674,0.000002844445,0.0004162356,0.005633468,0.00006910157],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908856,0.005563503,0.00001964778,0.002270967,0.0002147502,0.000709958,0.000005663177,0.000009961899,0.0003199599],"genre_scores_gemma":[0.9960384,0.001214368,0.0001120677,0.0002165415,0.0001071756,0.00009232965,0.000002493987,0.000009047951,0.002207619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02495472,"threshold_uncertainty_score":0.918668,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06954559101513472,"score_gpt":0.3696026365767016,"score_spread":0.3000570455615669,"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."}}