{"id":"W4321230055","doi":"10.5114/hivar.2023.125016","title":"Identifying important risk factors for survival of HIV-infected patients using censored quantile regression","year":2023,"lang":"en","type":"article","venue":"HIV & AIDS Review","topic":"Hepatitis B Virus Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Quantile regression; Medicine; Human immunodeficiency virus (HIV); Quantile; Demography; Internal medicine; Environmental health; Gerontology; Immunology; Econometrics; Sociology; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006528217,0.0002580077,0.001146844,0.0001698039,0.0001664583,0.000009207245,0.00009791202,0.00007363605,0.0001052914],"category_scores_gemma":[0.003229453,0.0001861555,0.0003618928,0.0007412914,0.00005736004,0.0000944038,0.0001123773,0.000145233,0.00005822489],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007988926,"about_ca_system_score_gemma":0.00005640556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002153909,"about_ca_topic_score_gemma":0.00004188448,"domain_scores_codex":[0.9976646,0.0001741155,0.0009745292,0.0003478784,0.0004631967,0.0003757004],"domain_scores_gemma":[0.9981844,0.00029431,0.0006317575,0.0004094605,0.0003656867,0.0001143161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002793186,0.00008222203,0.9837959,0.006246653,0.0001324841,0.000007812218,0.0001983071,7.129971e-7,0.001049776,0.00002866315,0.004951722,0.003477743],"study_design_scores_gemma":[0.002296702,0.0004575099,0.9401609,0.03418173,0.001851607,0.000003152735,0.000150136,0.0006509248,0.0023913,0.00006093791,0.01731919,0.0004759276],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791033,0.01782571,0.0003067487,0.0000415414,0.0004315882,0.001599813,0.0004769589,0.0001406931,0.00007368046],"genre_scores_gemma":[0.8219045,0.1736594,0.002907336,0.00007507188,0.0001026952,0.00007277264,0.0008503257,0.00010051,0.0003273758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1571988,"threshold_uncertainty_score":0.7591202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08671123668522106,"score_gpt":0.3707471404979761,"score_spread":0.284035903812755,"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."}}