{"id":"W4293237486","doi":"10.1186/s12884-022-04937-z","title":"Psychosocial and behavioral health indicators among immigrant and non-immigrant recent mothers","year":2022,"lang":"en","type":"article","venue":"BMC Pregnancy and Childbirth","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Manitoba; Manitoba Health","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Psychosocial; Odds ratio; Immigration; Population; Odds; Demography; Postpartum depression; Public health; Psychiatry; Pregnancy; Logistic regression; Environmental health; Nursing; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006177983,0.0002259704,0.0001968531,0.0005784398,0.00055869,0.000467866,0.0003480753,0.0002615783,0.0009664343],"category_scores_gemma":[0.001724931,0.0001655061,0.0003075073,0.0007080019,0.0002866958,0.0002180172,0.00060309,0.0003452805,0.00009963325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007558485,"about_ca_system_score_gemma":0.0009553404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1361626,"about_ca_topic_score_gemma":0.1979198,"domain_scores_codex":[0.9997675,0.00005662012,0.00002218158,0.00003768898,0.00005042934,0.00006562721],"domain_scores_gemma":[0.9994031,0.00007543234,0.0002852597,0.00002679314,0.00008743965,0.0001219946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001166741,0.0000103916,0.9992218,0.000006387225,0.00001352197,0.00002822329,0.0001739306,0.000007398571,0.00004501191,0.000005791227,0.00003105183,0.0004447802],"study_design_scores_gemma":[8.079894e-7,0.00002228841,0.9992318,0.000009567885,0.000006953997,0.00005024998,0.0005797143,0.00002074985,0.0000120398,0.000003468205,0.00006121289,0.000001120965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992817,0.0001631507,0.00001538986,0.000029554,0.000002420277,0.000008078098,0.0002693273,8.697231e-7,0.0002295667],"genre_scores_gemma":[0.9992531,0.0001840821,0.00006186369,0.00003315312,0.000003123447,0.00001444146,0.0003200605,6.280112e-7,0.0001296463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1361626,"threshold_uncertainty_score":0.27074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680955742728259,"score_gpt":0.3049272591071386,"score_spread":0.288117701679856,"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."}}