{"id":"W4406968883","doi":"10.1001/jamanetworkopen.2024.57324","title":"Antidepressant Use Before, During, and After Pregnancy","year":2025,"lang":"en","type":"article","venue":"JAMA Network Open","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Antidepressant; Pregnancy; Medicine; Obstetrics; Antidepressant medication; Cohort; Depression (economics); Psychiatry; Internal medicine; Anxiety; Biology; Economics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.0003218956,0.0002441127,0.0004191148,0.0008226046,0.0006389015,0.0007719219,0.0005627676,0.0006511376,0.001289326],"category_scores_gemma":[0.002433868,0.0004135313,0.0006996615,0.001377458,0.0002046875,0.0006563366,0.0005050621,0.0007173021,0.0003295307],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004445814,"about_ca_system_score_gemma":0.0005229912,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04014099,"about_ca_topic_score_gemma":0.05679401,"domain_scores_codex":[0.9993969,0.0001031711,0.00008234929,0.000159631,0.00008269888,0.0001752281],"domain_scores_gemma":[0.9985612,0.0001830207,0.0008488262,0.0001047884,0.00009782418,0.0002043314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000267212,0.00005782999,0.9972898,0.00002175373,0.0001077943,0.0001035533,0.0001914759,0.00002199685,0.0002113063,0.00002762367,0.0001622219,0.001537385],"study_design_scores_gemma":[0.000007459765,0.0001112862,0.9991457,0.0000186158,0.00004452092,0.0001610055,0.0001855424,0.00002594649,0.00004342241,0.000009665205,0.0002416099,0.000005036201],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956183,0.0006050991,0.0000578637,0.00004609664,0.00001262363,0.00002981282,0.002574476,0.000003399493,0.001052414],"genre_scores_gemma":[0.9963254,0.0007214446,0.00007867268,0.00007184657,0.00002034929,0.00004949748,0.00176553,0.000005408613,0.0009619687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04014099,"threshold_uncertainty_score":0.07981467,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01562281480284391,"score_gpt":0.3019799690565682,"score_spread":0.2863571542537243,"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."}}