{"id":"W3096745665","doi":"10.1101/2020.11.06.20225607","title":"Increased CHIP Prevalence Amongst People Living with HIV","year":2020,"lang":"en","type":"preprint","venue":"medRxiv","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada","funders":"","keywords":"Medicine; Coronary artery disease; Disease; Human immunodeficiency virus (HIV); Internal medicine; Population; Oncology; Immunology; Environmental health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001566093,0.00009216934,0.0001532082,0.0005265722,0.0003434531,0.0004428291,0.0001234491,0.0003266341,0.002645249],"category_scores_gemma":[0.0009455515,0.0001141472,0.0001336245,0.0005831501,0.0001720491,0.0002106518,0.0002399686,0.0002707702,0.0001317807],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000795159,"about_ca_system_score_gemma":0.0001014119,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002743817,"about_ca_topic_score_gemma":0.00276917,"domain_scores_codex":[0.9998721,0.00003306059,0.000008902034,0.00004218232,0.00002108733,0.00002265769],"domain_scores_gemma":[0.9997504,0.00006468515,0.00009354117,0.0000250871,0.00002610428,0.00004011998],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001113655,0.00001495907,0.9925103,0.00002422297,0.00003441062,0.0001623739,0.0002471704,0.00002045545,0.0008914018,0.00005394337,0.0002979671,0.005631502],"study_design_scores_gemma":[0.000006032193,0.00005148625,0.998131,0.00001424454,0.00002812907,0.0006763478,0.0004256125,0.0001085883,0.0001469416,0.00007492855,0.0003328877,0.000003768792],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987158,0.0003590868,0.00009088267,0.00006608029,0.000006505286,0.000003933175,0.0002697975,0.000004246341,0.0004837655],"genre_scores_gemma":[0.9993272,0.0002217068,0.00004548448,0.00003574349,0.00001563668,0.000003423068,0.0001717217,8.649006e-7,0.0001783125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002743817,"threshold_uncertainty_score":0.008849263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298290071587854,"score_gpt":0.279130383812302,"score_spread":0.2561474830964234,"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."}}