{"id":"W2164834287","doi":"10.1177/1363461504047929","title":"Factors Associated with Depression in Pregnant Immigrant Women","year":2004,"lang":"en","type":"article","venue":"Transcultural Psychiatry","topic":"Maternal Mental Health During Pregnancy and Postpartum","field":"Medicine","cited_by":137,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; McGill University","funders":"","keywords":"Psychosocial; Depression (economics); Social support; Depressive symptoms; Marital status; Immigration; Psychiatry; Psychology; Clinical psychology; Medicine; Anxiety; Population","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":[],"consensus_categories":[],"category_scores_codex":[0.00007861661,0.0002100874,0.0002972914,0.00005887505,0.00007967315,0.00001086801,0.00007644975,0.0001083865,0.00006054257],"category_scores_gemma":[0.000004899485,0.0001161526,0.00007362325,0.0001788468,0.00003867076,0.0001112253,0.000005167433,0.0002820897,0.000008123847],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001877584,"about_ca_system_score_gemma":0.00008067566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000238673,"about_ca_topic_score_gemma":0.0009936979,"domain_scores_codex":[0.9987379,0.00002956601,0.0002758695,0.0002586203,0.0002498761,0.0004481867],"domain_scores_gemma":[0.9995512,0.00000996352,0.00006300224,0.0001499911,0.00001821676,0.0002075947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001003447,0.0007556035,0.9875459,0.001112179,0.00006978998,0.00002820233,0.008606867,0.00005450895,0.0005734186,0.0001090956,0.000006198581,0.0001348103],"study_design_scores_gemma":[0.005278785,0.0006121558,0.9781885,0.01260759,0.00003035459,0.00002176397,0.0007996176,0.000001816064,0.002060459,0.0001987421,0.00001717427,0.0001830453],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966227,0.001004393,0.00001003623,0.0009171985,0.0003787032,0.0005164407,0.00001412377,0.00009409198,0.0004422434],"genre_scores_gemma":[0.9991822,0.00004832578,0.00008305322,0.0002398003,0.00004061519,0.00004761018,0.00004122257,0.00002010355,0.0002970425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01149542,"threshold_uncertainty_score":0.4736567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02487103193290126,"score_gpt":0.2773923747067398,"score_spread":0.2525213427738385,"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."}}