{"id":"W2415884407","doi":"10.1001/jamapsychiatry.2016.0934","title":"Neonatal Outcomes in Women With Untreated Antenatal Depression Compared With Women Without Depression","year":2016,"lang":"en","type":"review","venue":"JAMA Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":601,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of Alberta; McMaster University","funders":"","keywords":"Depression (economics); Antenatal depression; Medicine; Psychiatry; Obstetrics; Psychology; Depressive symptoms; Anxiety","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002692996,0.0009038683,0.002803981,0.0004439149,0.0001337406,0.0000553181,0.0003547965,0.0005151227,0.0002708043],"category_scores_gemma":[0.00001669439,0.0004423369,0.0001368112,0.0003555409,0.0001192792,0.0002417459,0.0001357056,0.000956621,0.0001167922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006534007,"about_ca_system_score_gemma":0.0007045345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007371455,"about_ca_topic_score_gemma":0.00005350989,"domain_scores_codex":[0.9960777,0.000219517,0.0009605053,0.0009507337,0.0006522613,0.001139272],"domain_scores_gemma":[0.9976213,0.0001147772,0.0006686721,0.000901117,0.00005276721,0.0006413917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"systematic_review","study_design_scores_codex":[0.01386389,0.0005866364,0.4827425,0.08881398,0.0005085925,0.0007764476,0.0006972991,4.113191e-7,2.625969e-7,0.00000844992,0.0001375294,0.411864],"study_design_scores_gemma":[0.01708671,0.001341491,0.09083343,0.7046056,0.0003341035,0.002729157,0.0002485713,0.000003152745,0.000005674896,0.00003248008,0.1816649,0.001114813],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1165302,0.8791782,0.0000130324,0.0002268134,0.0006965183,0.002225845,0.0002200885,0.000181786,0.0007275672],"genre_scores_gemma":[0.02330252,0.970855,0.0007237279,0.000609094,0.0003939754,0.001355287,0.0001905108,0.0002499399,0.002319958],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6157916,"threshold_uncertainty_score":0.9998028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01599950377928483,"score_gpt":0.3155605960099589,"score_spread":0.2995610922306741,"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."}}