{"id":"W4386656523","doi":"10.1093/eurpub/ckab164.466","title":"Social isolation & loneliness among asylum-seeking parents with young children (0-5 years old)","year":2021,"lang":"en","type":"article","venue":"European Journal of Public Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique; McGill University; Université de Montréal","funders":"","keywords":"Loneliness; Social isolation; Feeling; Isolation (microbiology); Mental health; Psychology; Sadness; Poverty; Workforce; Developmental psychology; Immigration; Social exclusion; Social psychology; Psychiatry; Political science; Anger","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":[0.001411398,0.0002553302,0.0003713513,0.0006297394,0.005681229,0.001618779,0.0005513495,0.0004476353,0.002051148],"category_scores_gemma":[0.002613482,0.0002306602,0.0002166114,0.0005528616,0.00304625,0.001123988,0.00242901,0.000861217,0.00008341805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002901843,"about_ca_system_score_gemma":0.003416972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06668615,"about_ca_topic_score_gemma":0.1408853,"domain_scores_codex":[0.999002,0.0004964226,0.00003624638,0.00006334824,0.0001006637,0.0003013162],"domain_scores_gemma":[0.9986089,0.0005532103,0.000302688,0.00003181404,0.0001259572,0.0003773867],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00002541676,0.00002864125,0.06637459,0.0001704505,0.000009303249,0.002036663,0.9231527,0.00002267306,0.0004362577,0.0004757389,0.0007508119,0.006516766],"study_design_scores_gemma":[0.000001780957,0.00004287313,0.03542661,0.0001093048,0.000005009301,0.0004141253,0.9609737,0.00001353091,0.00009923721,0.00004499407,0.002860548,0.000008240563],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997049,0.0004841539,0.0000760255,0.0004420613,0.00002022867,0.00002333652,0.00005542769,0.000002422014,0.001847454],"genre_scores_gemma":[0.9989883,0.0003588821,0.00005612993,0.0001042101,0.000004742904,0.00002414153,0.00001656728,0.000001313918,0.0004457144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06668615,"threshold_uncertainty_score":0.132596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645738846509375,"score_gpt":0.3354236371232948,"score_spread":0.2789662486582011,"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."}}