{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002213033,0.0001746834,0.000210456,0.0004710859,0.0008057849,0.0004566812,0.0001917854,0.0002792985,0.0008354652],"category_scores_gemma":[0.001304208,0.000171901,0.0001758835,0.0006971114,0.0003118829,0.0001218038,0.0003031259,0.0003637163,0.00006592302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007795993,"about_ca_system_score_gemma":0.000902083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.168203,"about_ca_topic_score_gemma":0.249543,"domain_scores_codex":[0.999796,0.00005783908,0.00001583985,0.00002137694,0.00004958561,0.00005934382],"domain_scores_gemma":[0.9996928,0.00003392652,0.0001121798,0.00001011056,0.00004959993,0.0001014665],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003417408,0.00002116987,0.9976969,0.000007797859,0.00001681558,0.0001783281,0.0003557786,0.000008110826,0.0001841674,0.0000107135,0.00006126435,0.001424793],"study_design_scores_gemma":[0.000002409613,0.00003695992,0.998996,0.000008120124,0.000008517604,0.0001746993,0.0006323506,0.00002678998,0.00001280213,0.000006743134,0.00009260981,0.000001996661],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993055,0.0002570868,0.00001619551,0.00006803786,0.000003791638,0.000008607517,0.00004799157,8.922561e-7,0.0002918715],"genre_scores_gemma":[0.9995684,0.0002087519,0.00003979095,0.00003588052,0.00000390724,0.000006572163,0.0000509597,4.499932e-7,0.00008518011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.168203,"threshold_uncertainty_score":0.3344479,"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."}}