{"id":"W2971150732","doi":"10.1371/journal.pmed.1002864","title":"Chronic physical conditions and risk for perinatal mental illness: A population-based retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"PLoS Medicine","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Institute for Clinical Evaluative Sciences; Hospital for Sick Children; Public Health Ontario; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research; Government of Ontario","keywords":"Medicine; Population; Mental illness; Pregnancy; Mental health; Psychiatry; Cohort study; Retrospective cohort study; Cohort; Environmental health; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001133976,0.0003824585,0.000402651,0.001082402,0.001104133,0.0008938428,0.0008315346,0.00049,0.001090895],"category_scores_gemma":[0.002337276,0.0007421238,0.0007531023,0.002608805,0.0003942404,0.0004923475,0.0007289053,0.0008294556,0.0002290081],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002330687,"about_ca_system_score_gemma":0.003408383,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4035666,"about_ca_topic_score_gemma":0.4271471,"domain_scores_codex":[0.9988555,0.000189859,0.0001424603,0.00029208,0.0003083529,0.0002117408],"domain_scores_gemma":[0.9985194,0.0001167205,0.0005532765,0.0002035658,0.0003145717,0.0002925525],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002423636,0.00001694283,0.9992378,0.000008873349,0.00007156883,0.00005633414,0.00008750735,0.00001459438,0.00004289605,0.00001193629,0.0001794896,0.0002477993],"study_design_scores_gemma":[0.00001360752,0.00004145928,0.9989693,0.000020249,0.00005793307,0.0001685195,0.0002969608,0.000136071,0.00001587183,0.00001139112,0.000262676,0.000005893358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936487,0.0004470327,0.0002575306,0.0001099017,0.00001508106,0.00010576,0.004890357,0.000007927645,0.0005176938],"genre_scores_gemma":[0.9966707,0.0004014901,0.0003178926,0.00009781446,0.00001157369,0.00008244899,0.00221189,0.000003553804,0.0002028292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4035666,"threshold_uncertainty_score":0.8024351,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189064305509187,"score_gpt":0.3103365337858828,"score_spread":0.298445890730791,"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."}}