{"id":"W4291000526","doi":"10.15353/cjds.v11i2.895","title":"Review of Screening Out: HIV Testing and the Canadian Immigration Experience","year":2022,"lang":"en","type":"article","venue":"Canadian Journal of Disability Studies","topic":"Migration, Identity, and Health","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Immigration; Human immunodeficiency virus (HIV); HIV screening; Political science; Medicine; Family medicine; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003613872,0.00005906512,0.0002511201,0.00005870625,0.00328004,0.00004136549,0.000201517,0.00001473854,0.0000816328],"category_scores_gemma":[0.005203818,0.00004639847,0.00005916165,0.0002824736,0.00143351,0.0001604712,0.0000192286,0.000162666,3.09215e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000748498,"about_ca_system_score_gemma":0.002210685,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8822256,"about_ca_topic_score_gemma":0.9987003,"domain_scores_codex":[0.9985802,0.0004310604,0.0004135974,0.00008897113,0.0002708502,0.0002152762],"domain_scores_gemma":[0.9984902,0.0003570218,0.0002732082,0.0001005568,0.0004521519,0.0003268224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000542848,0.000005875072,0.7929013,0.0003570648,0.00002926049,0.00000214115,0.1933666,0.000009069288,3.820622e-7,0.003525976,0.007551829,0.002245023],"study_design_scores_gemma":[0.0005261709,0.0001220109,0.3112741,0.001417816,0.0001379866,0.00001836689,0.610386,0.00003333097,0.000001729424,0.009029935,0.06682537,0.000227159],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6748655,0.2069171,0.00002080634,0.1131754,0.0009319616,0.0007956668,0.00006464902,0.000006745787,0.003222141],"genre_scores_gemma":[0.9930549,0.005601984,0.0001188733,0.001021794,0.0001284818,0.00001131157,6.565737e-7,0.00000277438,0.00005919109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4816272,"threshold_uncertainty_score":0.9980175,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1128678544171642,"score_gpt":0.3750466684542116,"score_spread":0.2621788140370475,"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."}}