{"id":"W2074982434","doi":"10.1080/09540121.2011.630350","title":"Francophones living with HIV/AIDS in Ontario: The unknown reality of an invisible cultural minority","year":2011,"lang":"en","type":"article","venue":"AIDS Care","topic":"Interpreting and Communication in Healthcare","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Context (archaeology); French; Cultural diversity; Diversity (politics); Focus group; Citizenship; Qualitative research; Human immunodeficiency virus (HIV); Immigration; Sociology; Psychology; Medicine; Gender studies; Gerontology; Public relations; Political science; Linguistics; Family medicine; Social science; Anthropology; Geography; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007732227,0.0001340609,0.0002473422,0.00005706949,0.0005710501,0.000005621109,0.0004901339,0.0001683016,0.0004840891],"category_scores_gemma":[0.0001706514,0.00008429701,0.00004702502,0.0002424988,0.0001179896,0.0001497309,0.0001652042,0.001145472,0.00002562657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002317225,"about_ca_system_score_gemma":0.0004157421,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5086424,"about_ca_topic_score_gemma":0.7512213,"domain_scores_codex":[0.9972984,0.001522268,0.0004751681,0.0002115059,0.0001807919,0.0003118866],"domain_scores_gemma":[0.9978094,0.0004807201,0.0002174293,0.000931645,0.0004861914,0.00007461668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004684119,0.00003126018,0.7437224,0.0001802076,0.000007246731,6.719029e-7,0.2534127,0.000001604677,0.000008024458,0.001573202,0.0001881319,0.000827793],"study_design_scores_gemma":[0.0002458292,0.0003507459,0.7317163,0.0009929987,0.0000129457,0.000001248086,0.2650834,0.00001901004,0.00005801803,0.0002257987,0.001173073,0.0001206085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9553449,0.000219171,0.00001327641,0.00009826437,0.0003007062,0.0003603366,0.00001587573,0.00004875411,0.04359867],"genre_scores_gemma":[0.9961464,0.00001317129,0.002245301,0.0003084087,0.00005407336,0.0001337317,0.00002733891,0.00001259379,0.001058975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.242579,"threshold_uncertainty_score":0.5300436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07696410433998827,"score_gpt":0.3769280074412321,"score_spread":0.2999639031012438,"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."}}