{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004985796,0.001183448,0.003755437,0.01156778,0.001953851,0.005240996,0.001579575,0.002002361,0.003221088],"category_scores_gemma":[0.01382034,0.0006323155,0.003281004,0.01973851,0.001437403,0.001455061,0.002329614,0.00125577,0.0001666002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0126998,"about_ca_system_score_gemma":0.07057496,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5339854,"about_ca_topic_score_gemma":0.7765487,"domain_scores_codex":[0.9981658,0.0002760582,0.0005918641,0.0001933862,0.000559436,0.0002133896],"domain_scores_gemma":[0.9930171,0.003614721,0.001279723,0.00008697801,0.001612879,0.0003886035],"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":[0.0002414109,0.0001174777,0.01516439,0.640489,0.005584009,0.00034751,0.002431111,0.000193065,0.0002067659,0.0009670711,0.01606549,0.3181927],"study_design_scores_gemma":[0.00009522356,0.0001163497,0.0587319,0.8331498,0.02755917,0.0003723811,0.004085949,0.00008690909,0.0001179741,0.0004742335,0.07509479,0.0001153191],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008509668,0.9983693,0.00001391143,0.0002609833,0.00008197306,0.00003686459,0.0001507511,0.00000163396,0.0002336124],"genre_scores_gemma":[0.006112131,0.9931921,0.00008221516,0.0003469886,0.00003736431,0.00005650985,0.00008809655,9.065176e-7,0.00008373195],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4660146,"threshold_uncertainty_score":0.9375182,"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."}}