{"id":"W3014041559","doi":"10.1007/s00737-020-01027-x","title":"Selective serotonin reuptake inhibitor use patterns among commercially insured US pregnancies (2005–2014)","year":2020,"lang":"en","type":"article","venue":"Archives of Women s Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Tellabs (Canada)","funders":"","keywords":"Pregnancy; Paroxetine; Medicine; Discontinuation; Sertraline; Serotonin reuptake inhibitor; Pharmacy; Obstetrics; Demography; Psychiatry; Family medicine; Antidepressant; Anxiety","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":[0.0004417529,0.0002239429,0.0001980686,0.001328339,0.000418669,0.0007095173,0.0006044985,0.0006113563,0.001795939],"category_scores_gemma":[0.001953465,0.0003777544,0.0005797637,0.002264885,0.0002441306,0.000692955,0.0006610089,0.0006332374,0.0003239009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008058628,"about_ca_system_score_gemma":0.0008539257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.113715,"about_ca_topic_score_gemma":0.1378238,"domain_scores_codex":[0.9996219,0.00004995757,0.00008664545,0.00009737853,0.00005951813,0.00008470501],"domain_scores_gemma":[0.9988936,0.0001521631,0.0006131751,0.00004923231,0.0001443692,0.0001476778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006223517,0.00003115299,0.9976302,0.00001680538,0.00006390613,0.00006772413,0.0001359024,0.00002824506,0.00009132696,0.00002468832,0.0006003508,0.001247367],"study_design_scores_gemma":[0.000002200352,0.00001541811,0.9990844,0.00001368626,0.00002228801,0.0001158524,0.0003465592,0.00005307067,0.0000355152,0.000004692464,0.0003035009,0.00000278886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900069,0.0005559735,0.00005673026,0.0001817119,0.00001784164,0.00001146598,0.008277458,0.000008726431,0.0008831781],"genre_scores_gemma":[0.9932768,0.0005224599,0.00008306493,0.000157221,0.00001527964,0.00002033828,0.005160524,0.000004977483,0.0007593296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.113715,"threshold_uncertainty_score":0.2261062,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02226898511551953,"score_gpt":0.279498387985263,"score_spread":0.2572294028697435,"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."}}