{"id":"W4399790791","doi":"10.1111/ppe.13100","title":"Pre‐existing conditions and pregnancy: A call to action for multidisciplinary, patient‐centred care","year":2024,"lang":"en","type":"article","venue":"Paediatric and Perinatal Epidemiology","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Scarborough Hospital; Public Health Ontario; University of Toronto","funders":"Canada Research Chairs","keywords":"Medicine; Pregnancy; Multidisciplinary approach; Health care; Prenatal care; Anxiety; Disease; Family medicine; Call to action; Nursing; Psychiatry; Population; Environmental health","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":[0.05202187,0.001877206,0.004770296,0.003801004,0.0112514,0.02007736,0.01359699,0.05572995,0.02713139],"category_scores_gemma":[0.1051086,0.002144028,0.005464579,0.002796792,0.01980176,0.03502304,0.03020294,0.09277471,0.005040332],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01861442,"about_ca_system_score_gemma":0.07796641,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02535877,"about_ca_topic_score_gemma":0.04751244,"domain_scores_codex":[0.9259437,0.03670044,0.005569446,0.004569123,0.01938823,0.007829012],"domain_scores_gemma":[0.7461786,0.1113249,0.009574302,0.008439407,0.03153054,0.09295233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001136395,0.0005889278,0.003381585,0.00340359,0.0002146654,0.00170497,0.009414055,0.0003851851,0.0004276523,0.01483277,0.8175359,0.1479971],"study_design_scores_gemma":[0.0002128571,0.0004856074,0.009920204,0.02273659,0.0001329465,0.00349975,0.02510565,0.0006143292,0.0002201514,0.0463379,0.8903349,0.000399122],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0003657645,0.01516981,0.0009323952,0.9768378,0.004883378,0.00004430448,0.00002681647,0.0001158869,0.001623919],"genre_scores_gemma":[0.03318973,0.09421641,0.02110724,0.8137369,0.03090219,0.0007783446,0.0003162933,0.0002483912,0.005504517],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05572995,"threshold_uncertainty_score":0.2751213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06990688867590433,"score_gpt":0.3903146390578149,"score_spread":0.3204077503819105,"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."}}