{"id":"W2054913452","doi":"10.1007/s00737-013-0334-2","title":"Validity of somatic symptoms as indicators of depression in pregnancy","year":2013,"lang":"en","type":"article","venue":"Archives of Women s Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"National Institute of Mental Health; Canadian Institutes of Health Research","keywords":"Depression (economics); Pregnancy; Appetite; Psychology; Poor Appetite; Clinical psychology; Psychiatry; Anxiety; Medicine; Confirmatory factor analysis; Internal medicine; Structural equation modeling","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007387714,0.000436172,0.000526449,0.001826049,0.0005433888,0.001666046,0.0009651764,0.000954804,0.000785292],"category_scores_gemma":[0.04261922,0.0005422924,0.001032403,0.00157905,0.001084195,0.0008859358,0.001215103,0.001404784,0.0001801042],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005733095,"about_ca_system_score_gemma":0.0009800909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004292429,"about_ca_topic_score_gemma":0.006734839,"domain_scores_codex":[0.9953408,0.002323224,0.0008284142,0.0003028263,0.0009073589,0.0002973545],"domain_scores_gemma":[0.9689236,0.01939945,0.00679978,0.001591388,0.002272197,0.001013595],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001342665,0.00004066543,0.9977946,0.00001950933,0.00007790888,0.00003274799,0.0002072737,0.00005092096,0.0001095632,0.00004768291,0.00002938407,0.001455442],"study_design_scores_gemma":[0.00001562432,0.0001689473,0.9980298,0.00003757789,0.00006207322,0.0001620235,0.000515228,0.0006022833,0.0001498437,0.0001156789,0.0001338257,0.000006984476],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957206,0.0006624769,0.0002611305,0.0001609696,0.00005510744,0.00004737443,0.0003558791,0.000004139176,0.002732505],"genre_scores_gemma":[0.9991347,0.0001928996,0.0002667028,0.00004070788,0.00002074952,0.00002676607,0.0001952438,0.000002126317,0.0001201885],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007387714,"threshold_uncertainty_score":0.03907043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01269352513711481,"score_gpt":0.3028729305301789,"score_spread":0.2901794053930641,"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."}}