{"id":"W2509995133","doi":"","title":"When Does an Immigrant with HIV Represent an Excessive Demand on Canadian Health or Social Services?","year":2010,"lang":"en","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Human immunodeficiency virus (HIV); Business; Sociology; Political science; Medicine; Virology","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":[0.00242476,0.0002318796,0.0003462323,0.002893411,0.004555093,0.003095715,0.001562505,0.001554935,0.002910753],"category_scores_gemma":[0.01873667,0.0002434268,0.0004498417,0.004771455,0.004051814,0.001557051,0.001931193,0.002157398,0.0003198116],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01275651,"about_ca_system_score_gemma":0.01994497,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7554449,"about_ca_topic_score_gemma":0.8550151,"domain_scores_codex":[0.9962875,0.0003944541,0.0002419128,0.0001923304,0.001390374,0.001493376],"domain_scores_gemma":[0.990119,0.001404678,0.003242573,0.0004215731,0.003075677,0.001736544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008698119,0.00007436775,0.978625,0.00004079826,0.00002594785,0.0009774533,0.00620878,0.0000668387,0.0001344202,0.002501005,0.003354662,0.007903717],"study_design_scores_gemma":[0.000007509118,0.00004933101,0.9325259,0.0001815469,0.00004949208,0.001964615,0.05620955,0.0006375228,0.0001688898,0.002016193,0.006127265,0.00006225832],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9682576,0.0003561522,0.000214058,0.009724023,0.00007239434,0.00004816757,0.0009474848,0.00001253553,0.02036762],"genre_scores_gemma":[0.9982421,0.0002289623,0.0001730389,0.0005982173,0.0000350345,0.000009845418,0.0003061704,0.000004745819,0.0004018576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2445551,"threshold_uncertainty_score":0.4919907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3530066289197217,"score_gpt":0.6467090798462994,"score_spread":0.2937024509265777,"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."}}