{"id":"W2904166962","doi":"10.2174/1570162x17666181205130532","title":"The Effect of MSM and CD4+ Count on the Development of Cancer AIDS (AIDS-defining Cancer) and Non-cancer AIDS in the HAART Era","year":2018,"lang":"en","type":"article","venue":"Current HIV Research","topic":"Viral-associated cancers and disorders","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Ontario HIV Treatment Network","keywords":"Medicine; Proportional hazards model; Hazard ratio; Cancer; Men who have sex with men; Cohort; Internal medicine; Survival analysis; Multicenter AIDS Cohort Study; Cohort study; Oncology; Human immunodeficiency virus (HIV); Demography; Immunology; Viral load; Confidence interval; Antiretroviral therapy","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003658841,0.0001825634,0.0003588703,0.000150531,0.0004694065,0.00004675573,0.0002793329,0.00007564546,0.00009768555],"category_scores_gemma":[0.0003256534,0.00008525495,0.00005295267,0.0006390932,0.0007926892,0.00004651064,0.0001383165,0.0007195476,0.000006718593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002806615,"about_ca_system_score_gemma":0.0007453052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008728452,"about_ca_topic_score_gemma":0.001488885,"domain_scores_codex":[0.9974611,0.0003397186,0.0003570934,0.0003095538,0.001009047,0.0005234224],"domain_scores_gemma":[0.9981751,0.001031858,0.0001219044,0.00032687,0.0002630641,0.00008115009],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001208948,0.00009795069,0.5369429,0.0004332577,0.0001867533,0.000001273464,0.01028547,0.000007380684,0.001328983,0.000415953,0.01053607,0.4385551],"study_design_scores_gemma":[0.01517056,0.006051377,0.8227747,0.00712938,0.0002876562,0.000002338007,0.01225987,0.001040009,0.02592577,0.0004124526,0.1083619,0.0005840122],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9705592,0.02515708,0.000004491889,0.001944044,0.0002489326,0.0008872074,0.0000390454,0.000005795708,0.001154147],"genre_scores_gemma":[0.9902895,0.00871879,0.00001563567,0.00007885251,0.0001388642,0.0006193052,0.00000540704,0.00001912959,0.0001144908],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4379711,"threshold_uncertainty_score":0.3610342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05449511704099937,"score_gpt":0.4122143596408267,"score_spread":0.3577192425998273,"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."}}