{"id":"W2090844407","doi":"10.1080/09540120903431355","title":"HIV antiviral drug resistance: patient comprehension","year":2010,"lang":"en","type":"article","venue":"AIDS Care","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Providence Health Care; University of British Columbia; St. Paul's Hospital; AIDS Vancouver; Simon Fraser University","funders":"Canadian Institutes of Health Research; Health Canada; Simon Fraser University; Gilead Sciences","keywords":"Medicine; HIV drug resistance; Logistic regression; Cohort; Population; Drug resistance; Family medicine; Medical prescription; Cohort study; Viral load; Internal medicine; Human immunodeficiency virus (HIV); Antiretroviral therapy; Environmental health; Pharmacology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005471269,0.00009049119,0.0001534845,0.00009866125,0.0001072165,0.00002044942,0.00007842934,0.00005183461,0.0005778668],"category_scores_gemma":[0.000110337,0.00007342119,0.0001560741,0.0001460574,0.00008278224,0.00007403599,0.00006030289,0.0003749664,0.0003400043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002889473,"about_ca_system_score_gemma":0.00005230045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002670947,"about_ca_topic_score_gemma":0.0001962715,"domain_scores_codex":[0.9990721,0.00003928058,0.0001610784,0.0001880369,0.0003073316,0.0002321572],"domain_scores_gemma":[0.9992016,0.00002817307,0.000027869,0.0003456905,0.0002512189,0.0001454555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002214933,0.0002213125,0.02806895,0.0003252973,0.00005498908,0.0001377312,0.002843353,1.012253e-7,0.08755527,0.001705014,0.7432038,0.1356627],"study_design_scores_gemma":[0.002014195,0.001746324,0.0142975,0.0006282267,0.0000628574,0.00001805101,0.005606838,0.0001207571,0.04975553,0.0001689323,0.9253215,0.0002593128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9203084,0.0005519119,0.00007401483,0.0007584175,0.0001554044,0.0002548381,0.00004959342,0.00006684461,0.07778056],"genre_scores_gemma":[0.9569605,0.00001605102,0.002420473,0.0001145928,0.0001123897,0.00001572394,0.0001454225,0.00001543012,0.04019944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1821177,"threshold_uncertainty_score":0.6327236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009246184735929773,"score_gpt":0.2941908448254678,"score_spread":0.284944660089538,"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."}}