{"id":"W3216478826","doi":"10.1016/j.jmh.2021.100076","title":"Utilisation of healthcare by immigrant adults relative to the host population: Evidence from Ireland","year":2021,"lang":"en","type":"article","venue":"Journal of Migration and Health","topic":"Migration, Health and Trauma","field":"Psychology","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Irish; Immigration; Context (archaeology); Medicine; Health care; Demography; Population; Foreign born; Odds ratio; Quarter (Canadian coin); Family medicine; Geography; Environmental health; Political science; Sociology","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":[0.003925056,0.0002935152,0.0008619398,0.00144788,0.0004196723,0.001722133,0.0006639396,0.0006316648,0.001511991],"category_scores_gemma":[0.01252973,0.0003234553,0.001708642,0.00221729,0.0009834189,0.00104409,0.001939919,0.0008234347,0.0002429957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001599989,"about_ca_system_score_gemma":0.002423499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06864148,"about_ca_topic_score_gemma":0.09045708,"domain_scores_codex":[0.9966096,0.001246708,0.0007932584,0.0004356794,0.0005126484,0.000402138],"domain_scores_gemma":[0.9947945,0.00168336,0.001973122,0.0002843079,0.0007475488,0.0005171589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007058931,0.00007332511,0.9577582,0.003025609,0.0008717318,0.0005634032,0.004978301,0.0001048231,0.0001621884,0.0002173648,0.001406182,0.03013295],"study_design_scores_gemma":[0.00003376587,0.0002249668,0.9829593,0.002882853,0.0003724058,0.0006421751,0.009692085,0.0000765852,0.00006216033,0.00005268108,0.002967251,0.00003369795],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755145,0.01845222,0.0001164043,0.0009394819,0.0000701774,0.00003901151,0.0009818784,0.000006029876,0.003880354],"genre_scores_gemma":[0.9853999,0.01310634,0.0001373913,0.0005317311,0.00003217047,0.00004379199,0.0005238394,0.000007518516,0.0002173756],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06864148,"threshold_uncertainty_score":0.1364839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05602539949930085,"score_gpt":0.3771712620253286,"score_spread":0.3211458625260277,"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."}}