{"id":"W4214843422","doi":"10.3390/ijerph19052981","title":"(Not That) Essential: A Scoping Review of Migrant Workers’ Access to Health Services and Social Protection during the COVID-19 Pandemic in Australia, Canada, and New Zealand","year":2022,"lang":"en","type":"review","venue":"International Journal of Environmental Research and Public Health","topic":"Employment and Welfare Studies","field":"Health Professions","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pandemic; Precarity; Racism; Immigration; Political science; Economic growth; Social protection; Migrant workers; Coronavirus disease 2019 (COVID-19); Medicine; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.005634033,0.0001919852,0.0009180137,0.0004290017,0.0008160804,0.00005909279,0.0004539455,0.00007490499,0.0002621113],"category_scores_gemma":[0.0001662693,0.0001358044,0.00006769118,0.0002157786,0.0001222477,0.0002060625,0.0007477026,0.001307693,4.698148e-7],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002392575,"about_ca_system_score_gemma":0.005834318,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5334501,"about_ca_topic_score_gemma":0.4685607,"domain_scores_codex":[0.9946257,0.002010388,0.001241738,0.0002725487,0.001296782,0.0005528384],"domain_scores_gemma":[0.9975021,0.0006258026,0.001158576,0.00009696907,0.00004259823,0.0005739194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002671617,0.0001759976,0.1633319,0.2678223,0.0004591599,0.00004352412,0.01168691,4.700675e-7,0.000001004731,0.00001493592,0.008248675,0.5479479],"study_design_scores_gemma":[0.0007661296,0.0002166792,0.05217823,0.09164785,0.00001503142,0.0001085092,0.002133307,1.992525e-7,3.378806e-8,0.00004386173,0.8527617,0.0001284801],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03028814,0.9061091,0.000003156185,0.06064,0.0002204827,0.002544253,0.0001876017,0.000003254364,0.000004035205],"genre_scores_gemma":[0.005075323,0.9912868,0.000004773097,0.002845095,0.0002519228,0.0001310154,0.00003263573,0.00001747059,0.0003549605],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.844513,"threshold_uncertainty_score":0.9998017,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4179010762302615,"score_gpt":0.5548034250851896,"score_spread":0.1369023488549282,"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."}}