{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007448214,0.001068116,0.003754315,0.01091705,0.001079266,0.003777297,0.001550428,0.002309484,0.003115644],"category_scores_gemma":[0.03440569,0.000826922,0.003564499,0.01464794,0.001100523,0.003322876,0.001941193,0.001451656,0.00031906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00351629,"about_ca_system_score_gemma":0.02285112,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02634775,"about_ca_topic_score_gemma":0.06788327,"domain_scores_codex":[0.9953123,0.00138725,0.001722372,0.000368167,0.001010106,0.0001998759],"domain_scores_gemma":[0.9818948,0.01264186,0.002709458,0.000319024,0.002179175,0.0002557084],"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":[0.00007470099,0.00001630699,0.0004758218,0.8757678,0.001512867,0.0001304034,0.001034143,0.0001018636,0.0002445346,0.0008873068,0.004772738,0.1149817],"study_design_scores_gemma":[0.00001869182,0.0000488955,0.001677017,0.9372172,0.004654485,0.0002198028,0.0007524132,0.00003146267,0.00008619288,0.0003495183,0.05492797,0.00001633464],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002969389,0.9987376,0.00005988634,0.0003306419,0.0001516993,0.00006171378,0.00007502789,0.000002317671,0.0002841979],"genre_scores_gemma":[0.002625137,0.9964542,0.0002087384,0.0003813331,0.00005239479,0.0001091677,0.00006867567,0.00000202503,0.0000984046],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9736522,"threshold_uncertainty_score":0.05238879,"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."}}