{"id":"W2066826293","doi":"10.1007/s10903-011-9567-1","title":"A Comparative and Exploratory Analysis of Socio-cultural Factors and Immigrant Women’s Mental Health within a Canadian Context","year":2012,"lang":"en","type":"article","venue":"Journal of Immigrant and Minority Health","topic":"Urban, Neighborhood, and Segregation Studies","field":"Social Sciences","cited_by":27,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ontario Tech University","funders":"","keywords":"Mental health; Immigration; Generalizability theory; Public health; Context (archaeology); Neighbourhood (mathematics); Descriptive statistics; Psychology; Gerontology; Medicine; Geography; Developmental psychology; Psychiatry; Nursing","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":[0.00181791,0.0001583439,0.0009166087,0.0003417262,0.00104643,0.00004525063,0.00006738844,0.00006030586,0.00001382063],"category_scores_gemma":[0.00005287394,0.0001140685,0.0000969564,0.0003351753,0.000459432,0.0004587817,0.00001715734,0.0001920233,2.403869e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004572645,"about_ca_system_score_gemma":0.0008039466,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4412312,"about_ca_topic_score_gemma":0.7612662,"domain_scores_codex":[0.9980547,0.000390588,0.000615573,0.0001269849,0.0003347333,0.0004774106],"domain_scores_gemma":[0.9978783,0.000144953,0.0007217141,0.00005239893,0.0001945479,0.001008142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003459741,0.00004348217,0.3627816,0.00002996691,0.0003681592,4.421954e-7,0.6345366,1.285962e-7,0.000009335885,0.0005923049,0.0008136698,0.0007897288],"study_design_scores_gemma":[0.0005402336,0.00027626,0.3319629,0.00003208046,0.000091166,0.000004371563,0.6621897,0.0000119977,0.000007647411,0.00002669582,0.004747309,0.0001095952],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9700133,0.02523246,0.000006199681,0.004195916,0.0002028105,0.0001816928,0.0001173301,0.000004350015,0.00004594029],"genre_scores_gemma":[0.9936158,0.005620443,0.00005678594,0.0005368107,0.00009624218,0.000002643128,0.000006210768,0.000003302194,0.0000617631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3200351,"threshold_uncertainty_score":0.8048397,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05415737254592733,"score_gpt":0.3338839626087357,"score_spread":0.2797265900628083,"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."}}