{"id":"W4253139386","doi":"10.1002/da.22763","title":"Issue Information","year":2018,"lang":"en","type":"paratext","venue":"Depression and Anxiety","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Dell Medical School, University of Texas at Austin; Veterans Affairs San Diego Healthcare System; Weill Cornell Medical College; University of California, Los Angeles; University of Illinois at Urbana-Champaign; Dalhousie University; Rijksuniversiteit Groningen; University of Texas at Austin; Rush University; School of Medicine, Emory University; University of Regina; University of Pittsburgh; University of Cincinnati; University of Louisville; University of Washington; Johns Hopkins University; University of South Florida; McLean Hospital; Dartmouth College; School of Medicine, Duke University; University of Miami; Emory University; Virginia Commonwealth University; Brown University; School of Medicine, Stanford University; McMaster University; University of California, San Diego; Yale University; Technische Universität Dresden; New York State Psychiatric Institute; Massachusetts General Hospital","keywords":"Citation; Mental health; Psychology; Information retrieval; Computer science; Library science; World Wide Web; Psychiatry","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007516612,0.0001659151,0.0002468008,0.00006428725,0.0001116665,0.00003136331,0.00004833796,0.0002812678,0.006065692],"category_scores_gemma":[0.000009518928,0.0001217705,0.00004715275,0.00003966293,0.00004107242,0.0001298497,0.00007287808,0.0002544218,0.01203278],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001856703,"about_ca_system_score_gemma":0.00004233025,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000307771,"about_ca_topic_score_gemma":3.994725e-7,"domain_scores_codex":[0.999217,0.00002091126,0.000242666,0.0001654759,0.000174613,0.0001792725],"domain_scores_gemma":[0.9994372,0.000008448775,0.0001208807,0.0001978304,0.00004885531,0.0001867625],"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":[0.0003587189,0.00003848668,0.002050685,0.008929826,0.00002061732,0.000002821953,0.0003569111,1.545838e-7,0.00003850613,0.000007552328,0.9441535,0.04404225],"study_design_scores_gemma":[0.0005261679,0.00009457004,0.004177721,0.006298126,0.00002403408,0.00008216545,0.00001631246,0.00002710482,0.002666041,0.00000545743,0.9859592,0.0001230669],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.04213107,0.01503638,0.0001279726,0.001375101,0.01198459,0.001327216,0.0003140597,0.0001299756,0.9275736],"genre_scores_gemma":[0.08429263,0.0418888,0.0005447869,0.01045348,0.002935391,0.00009248905,0.001883218,0.0000500995,0.8578591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06971452,"threshold_uncertainty_score":0.9948429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01141870072051081,"score_gpt":0.3004851258720933,"score_spread":0.2890664251515824,"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."}}