{"id":"W4361255911","doi":"10.1371/journal.pone.0282582","title":"Individual and collective contribution of antenatal psychosocial distress conditions and preterm birth in Pakistani women","year":2023,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Brock University; Queen's University","funders":"Canadian Institutes of Health Research; York University","keywords":"Psychosocial; Medicine; Anxiety; Pregnancy; Distress; Context (archaeology); Edinburgh Postnatal Depression Scale; Antenatal depression; Obstetrics; Perceived Stress Scale; Clinical psychology; Psychiatry; Demography; Depressive symptoms; Stress (linguistics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0007348358,0.0002681643,0.0002406548,0.0005358434,0.0006845134,0.0004764686,0.0003259954,0.0003798742,0.001688208],"category_scores_gemma":[0.002576555,0.0002640598,0.0003176608,0.0006838066,0.0003501047,0.0003216745,0.0006603697,0.0005818282,0.0001385158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003557836,"about_ca_system_score_gemma":0.0005524204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01327271,"about_ca_topic_score_gemma":0.0166057,"domain_scores_codex":[0.9996566,0.00008789521,0.00002975878,0.0000852498,0.00005570929,0.00008480697],"domain_scores_gemma":[0.9989443,0.0002202458,0.000450303,0.00008406371,0.00007904816,0.0002219992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001883276,0.000008778297,0.9989873,0.000004917421,0.00001442622,0.00003209244,0.0001451252,0.00001293199,0.00003174421,0.000008143978,0.00002878729,0.000706911],"study_design_scores_gemma":[0.000001240647,0.00003661424,0.9992398,0.000008186918,0.000009756245,0.0001019704,0.0004285292,0.00006943294,0.00001245963,0.0000218252,0.00006788776,0.000002293367],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992913,0.0001398943,0.00002923949,0.00007383829,0.000004659906,0.000006397497,0.0002158261,6.239012e-7,0.0002382513],"genre_scores_gemma":[0.9997206,0.00008037094,0.00004066113,0.00001231888,0.000005015788,0.000005872321,0.00008138334,3.230895e-7,0.00005338243],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01327271,"threshold_uncertainty_score":0.02639091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03011829059478816,"score_gpt":0.2953319313134257,"score_spread":0.2652136407186376,"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."}}