{"id":"W4404950763","doi":"10.21125/iceri.2024.1587","title":"SOCIAL ISOLATION AMONG CHINESE OLDER IMMIGRANTS IN CANADA: A SCOPING REVIEW","year":2024,"lang":"en","type":"review","venue":"ICERI proceedings","topic":"Migration, Aging, and Tourism Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Immigration; Isolation (microbiology); Social isolation; Computer science; Sociology; Political science; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008380912,0.0004076209,0.001518398,0.0001891633,0.0005058537,0.0001605603,0.0003183171,0.0001916777,0.00007231146],"category_scores_gemma":[0.0002569618,0.0003280406,0.000262838,0.001406891,0.00009366496,0.0003539065,0.00008183831,0.0004300348,0.00002765615],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001021884,"about_ca_system_score_gemma":0.003485545,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.929799,"about_ca_topic_score_gemma":0.9925572,"domain_scores_codex":[0.9975405,0.00005735641,0.0008144205,0.0005192633,0.0005883956,0.0004800481],"domain_scores_gemma":[0.9991409,0.0000593909,0.0004928003,0.00006308965,0.0001560387,0.00008774029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000001890357,0.00002919334,0.003526837,0.514049,0.0001883384,0.00002321691,0.212912,2.396997e-8,3.914498e-8,0.0007947505,0.08739472,0.18108],"study_design_scores_gemma":[0.00008304911,0.000005382235,0.002050863,0.5121348,0.0006839765,0.000002090484,0.0006542917,0.000003790668,1.192718e-8,0.0001212171,0.4836512,0.000609368],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004897473,0.9936926,9.570219e-7,0.0003703055,0.0004181991,0.001912217,0.00000863356,0.00008096454,0.003026428],"genre_scores_gemma":[0.001268274,0.9961596,0.00001046716,0.0001236759,0.001159318,0.0003703189,0.00001487091,0.00004540211,0.0008480853],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.3962564,"threshold_uncertainty_score":0.9999171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03159524151163659,"score_gpt":0.3700713250453957,"score_spread":0.3384760835337591,"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."}}