{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006726926,0.0001438583,0.0003018417,0.0001041278,0.0001800247,0.000009164735,0.0000270267,0.0001146223,0.00001987205],"category_scores_gemma":[0.0003617392,0.000120741,0.00005769823,0.0000790067,0.00005549845,0.00006157337,0.00007747162,0.0001509083,0.000008912269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005098018,"about_ca_system_score_gemma":0.00004210942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000107728,"about_ca_topic_score_gemma":0.00001582668,"domain_scores_codex":[0.9988721,0.00007577265,0.0003098151,0.0003736231,0.0000474899,0.0003211837],"domain_scores_gemma":[0.9986737,0.0008940012,0.0000489175,0.00009400484,0.000036415,0.0002529776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0026439,0.0002001068,0.4541374,0.1225305,0.0002549831,0.000413732,0.05641791,0.00007500154,0.000384074,0.01193178,0.002037088,0.3489735],"study_design_scores_gemma":[0.005721708,0.0123756,0.8205572,0.02435301,0.0008837096,0.00224989,0.00801784,0.01701534,0.0009173147,0.005991224,0.1003208,0.00159629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8461624,0.148197,0.0002833995,0.00246246,0.0009152364,0.00123323,0.0003853211,0.0001122043,0.0002486756],"genre_scores_gemma":[0.9952334,0.001313655,0.001969321,0.0003164147,0.0002170721,0.0002981225,0.0001200862,0.00001819978,0.0005137292],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3664198,"threshold_uncertainty_score":0.4923675,"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."}}