{"id":"W2412544886","doi":"","title":"Prevalence and determinants of HIV-1 subtypes in Canada: enhancing routinely collected information through the Canadian HIV Strain and Drug Resistance Surveillance Program.","year":2003,"lang":"en","type":"article","venue":"PubMed","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Canada","funders":"","keywords":"Human immunodeficiency virus (HIV); HIV drug resistance; Medicine; Environmental health; Strain (injury); Drug resistance; Family medicine; Antiretroviral therapy; Physical therapy; Biology; Viral load; Genetics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009382738,0.0002524916,0.0002742494,0.00174047,0.001554813,0.0007459582,0.000962197,0.0004014225,0.001875997],"category_scores_gemma":[0.004306124,0.000283882,0.0003007539,0.00360003,0.0003175324,0.0003729643,0.0005434979,0.0007501953,0.0001821765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01499242,"about_ca_system_score_gemma":0.03862739,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9974866,"about_ca_topic_score_gemma":0.9977283,"domain_scores_codex":[0.9989946,0.0000936373,0.00006149533,0.00008374675,0.0004118285,0.0003547178],"domain_scores_gemma":[0.9973334,0.0001959848,0.0003977788,0.00006432099,0.001493556,0.0005149324],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005872831,0.00005533803,0.9693788,0.0001192691,0.00003245037,0.00005739075,0.0005977924,0.000185926,0.0002269653,0.0002039049,0.006898528,0.0221849],"study_design_scores_gemma":[0.000006445594,0.00002346838,0.9967024,0.00008911319,0.00002422139,0.00004774336,0.0006194729,0.0003854111,0.0001324011,0.00003009818,0.001930149,0.000009088391],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9482731,0.004052935,0.0008292,0.002806735,0.00006829295,0.0003051907,0.03672906,0.00006892237,0.006866611],"genre_scores_gemma":[0.9900392,0.002296004,0.001315114,0.0004331703,0.00001596217,0.00006144104,0.004560849,0.000008555853,0.001269793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499242,"threshold_uncertainty_score":0.1087782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009510661278776195,"score_gpt":0.2090424787326626,"score_spread":0.1995318174538864,"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."}}