{"id":"W2089894647","doi":"10.1007/s00737-014-0436-5","title":"Cumulative psychosocial stress, coping resources, and preterm birth","year":2014,"lang":"en","type":"article","venue":"Archives of Women s Mental Health","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":99,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; University of Calgary","funders":"Alberta Innovates - Health Solutions; Health Research Board","keywords":"Pregnancy; Medicine; Psychosocial; Obstetrics; Gestation; Social support; Premature birth; Risk factor; Anxiety; Cohort study; Psychology; Psychiatry; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002452614,0.0001395836,0.0003821531,0.00009031982,0.0001830181,0.000007683226,0.00006960499,0.00002916989,0.00003410337],"category_scores_gemma":[0.00001322963,0.0001249608,0.00003991221,0.00005239392,0.0001775542,0.00004977516,0.00006856095,0.0001490425,0.000003692317],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009807738,"about_ca_system_score_gemma":0.00005146901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002001413,"about_ca_topic_score_gemma":0.00001704045,"domain_scores_codex":[0.9985404,0.000152753,0.0003828156,0.0002414267,0.0002065722,0.0004760305],"domain_scores_gemma":[0.9990708,0.0001111385,0.0002150432,0.0001658807,0.000006773751,0.0004303404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008579121,0.0009669085,0.5974448,0.0419546,0.0001897596,0.000009076673,0.2204298,0.000002948969,0.0006184279,0.0056613,0.0002343933,0.1239089],"study_design_scores_gemma":[0.008580194,0.008403013,0.9180942,0.02045606,0.00001746243,0.00009156674,0.002817805,0.0005557734,0.003071423,0.004485089,0.0329858,0.0004416503],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992602,0.0008395244,0.00003246346,0.001855904,0.0001668261,0.000562277,0.00007994545,0.0000334041,0.003827667],"genre_scores_gemma":[0.996282,0.0007999082,0.0009136649,0.001245116,0.0001141474,0.00002409652,0.00002745758,0.00001865219,0.0005749894],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3206494,"threshold_uncertainty_score":0.5095752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01384002522884962,"score_gpt":0.30822937208282,"score_spread":0.2943893468539703,"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."}}