{"id":"W4409567951","doi":"10.1177/07067437251328347","title":"The Complex Journey of Women in Perinatal Psychiatric Care: Susceptibility to Illness Onset, Comorbidity and Clinical Trajectories: Le parcours complexe des femmes en psychiatrie périnatale : vulnérabilité, comorbidités et trajectoires cliniques","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Jeunesse de Quebec; Research Unit on Children's Psychosocial Maladjustment; Institut Universitaire en Santé Mentale de Québec; Université Laval","funders":"Fonds de Recherche du Québec - Santé; Canadian Institutes of Health Research","keywords":"Psychiatric comorbidity; Psychiatry; Comorbidity; Psychology; Perspective (graphical); Medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.000545794,0.0001663392,0.0001908709,0.0007621312,0.001339011,0.0009603606,0.0003597195,0.0003734711,0.001315722],"category_scores_gemma":[0.002291693,0.0002281423,0.0002256161,0.00101879,0.0005009923,0.0008477628,0.0008173017,0.0005277299,0.0001051651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00123718,"about_ca_system_score_gemma":0.001327805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1300698,"about_ca_topic_score_gemma":0.2061284,"domain_scores_codex":[0.9997147,0.00007424191,0.00002427199,0.00004538022,0.0000474716,0.00009399262],"domain_scores_gemma":[0.9993291,0.0001158736,0.0003048029,0.00002963802,0.00008637128,0.0001341828],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001376798,0.00001104842,0.9949877,0.00000853526,0.00001013718,0.0002089164,0.001316757,0.00002344728,0.00009589035,0.00003993038,0.00008616666,0.003197818],"study_design_scores_gemma":[5.520182e-7,0.00001989051,0.9964694,0.00001878573,0.000004088937,0.0005698063,0.002632176,0.00006901004,0.00001931587,0.00004495115,0.0001489278,0.000003030283],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986934,0.0004183804,0.00005510765,0.0002940876,0.000002793182,0.000009367616,0.0001799142,0.000001869147,0.0003451428],"genre_scores_gemma":[0.9988505,0.000655784,0.000139624,0.00004672337,0.000004416689,0.00001019594,0.0001386052,9.226154e-7,0.0001532557],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1300698,"threshold_uncertainty_score":0.2586253,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04161817073663869,"score_gpt":0.3728905624493505,"score_spread":0.3312723917127118,"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."}}