{"id":"W2275883307","doi":"","title":"Discrimination against people living with HIV infection in metropolitan France","year":2014,"lang":"en","type":"preprint","venue":"RePEc: Research Papers in Economics","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nationality; Quarter (Canadian coin); Human immunodeficiency virus (HIV); Immigration; Sexual orientation; Medicine; Metropolitan area; Demography; Health care; Gerontology; Psychology; Geography; Family medicine; Sociology; Political science; Social psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004384161,0.0001969791,0.0001533005,0.001085576,0.001050623,0.0009423677,0.0002175338,0.0005268679,0.003715049],"category_scores_gemma":[0.001334323,0.0001174927,0.0001904898,0.0009658631,0.0003892979,0.0004093327,0.0007091931,0.0003686371,0.0003178271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523683,"about_ca_system_score_gemma":0.0006873911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1927055,"about_ca_topic_score_gemma":0.1605844,"domain_scores_codex":[0.9995775,0.0002031486,0.00001423262,0.00003795241,0.00005198375,0.0001153501],"domain_scores_gemma":[0.9994639,0.0001004355,0.0001607707,0.00002090168,0.00006387149,0.0001901876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001839044,0.0003151028,0.9309112,0.00008509395,0.00008751867,0.001266739,0.01401563,0.000407543,0.0008682141,0.001670767,0.007753831,0.04243448],"study_design_scores_gemma":[0.000009342361,0.00006756208,0.9862822,0.00003690827,0.000009188263,0.0003041777,0.006399826,0.0002003332,0.00004766578,0.0001131734,0.006519349,0.00001029861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949492,0.0006698834,0.00003245201,0.001138367,0.00001753988,0.000006123822,0.0001951415,0.000006958245,0.002984332],"genre_scores_gemma":[0.9970635,0.0007860601,0.00005142947,0.00009809726,0.00004317722,0.000007777064,0.0001439574,0.000002415441,0.001803699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1927055,"threshold_uncertainty_score":0.3831677,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07208325254996394,"score_gpt":0.445913744437228,"score_spread":0.3738304918872641,"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."}}