{"id":"W181051152","doi":"","title":"Immigrant and refugee social networks: determinants and consequences of social support among women newcomers to Canada.","year":2011,"lang":"en","type":"article","venue":"PubMed","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":93,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Social support; Reciprocity (cultural anthropology); Ethnic group; Immigration; Situational ethics; Thematic analysis; Social network (sociolinguistics); Social psychology; Refugee; Psychology; Sociology; Political science; Qualitative research; Social media","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":[0.0003418797,0.0001050475,0.0002354902,0.00005609166,0.0001503459,0.000008984629,0.00008007036,0.0000909437,0.0001091236],"category_scores_gemma":[0.00001808589,0.0001002481,0.00001646053,0.0001068058,0.0002074114,0.00004026373,0.00001997063,0.00007982622,8.202559e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004965823,"about_ca_system_score_gemma":0.0001131542,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2902355,"about_ca_topic_score_gemma":0.708727,"domain_scores_codex":[0.9987798,0.00007749363,0.0002827293,0.0002141594,0.0001093156,0.0005364616],"domain_scores_gemma":[0.9994683,0.00003310595,0.0001246955,0.00007396201,0.0000338126,0.0002660822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000477925,0.00005718718,0.6684159,0.0000678977,0.00009245519,0.00004594282,0.1128607,9.225977e-8,0.000003288372,0.00101958,0.009711893,0.2072471],"study_design_scores_gemma":[0.0004259195,0.00003503439,0.9920641,0.00000154389,0.00001278161,0.000007705457,0.004448519,9.543056e-7,0.0000178745,0.0000885374,0.002793642,0.0001034242],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974912,0.00006309848,0.000004741672,0.0002841426,0.0002971207,0.0004186367,0.00003077956,0.0000117671,0.001398467],"genre_scores_gemma":[0.9982389,0.000007573938,0.00001189712,0.0005284762,0.0001075621,0.0005118102,0.000003223725,0.00000974481,0.000580846],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4184916,"threshold_uncertainty_score":0.714491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066097267769211,"score_gpt":0.2690804112172834,"score_spread":0.2384194385395913,"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."}}