{"id":"W6901982654","doi":"10.6084/m9.figshare.17006922","title":"Additional file 1 of Patient characteristics and determinants of CD4 at diagnosis of HIV in Mexico from 2008 to 2017: a 10-year population-based study","year":2021,"lang":"en","type":"article","venue":"Open MIND","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; McMaster University","funders":"","keywords":"Human immunodeficiency virus (HIV); Population; Epidemiology; MEDLINE; HIV diagnosis","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":["insufficient_payload"],"domain":null,"study_design":"not_applicable","genre":"dataset","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008594422,0.0005507636,0.0008071131,0.001700855,0.0006841391,0.0006111781,0.0009201632,0.0006030754,0.4795026],"category_scores_gemma":[0.01365508,0.0003178444,0.0005473212,0.004074085,0.0001587963,0.00112195,0.0005353515,0.0007072163,0.02522265],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008469332,"about_ca_system_score_gemma":0.00143885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01574799,"about_ca_topic_score_gemma":0.014507,"domain_scores_codex":[0.9994647,0.0001058332,0.0001208787,0.0001415761,0.0000810627,0.00008594782],"domain_scores_gemma":[0.9931309,0.003648388,0.00146678,0.0003591649,0.001119999,0.0002749233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0005848464,0.0002669776,0.04392017,0.001838804,0.0001135706,0.000117916,0.0001840671,0.0003714919,0.00008034521,0.0007922674,0.9419718,0.009757793],"study_design_scores_gemma":[0.00739429,0.000920192,0.5837865,0.00783389,0.0005978298,0.001571032,0.002904547,0.003647361,0.0007550303,0.006356429,0.3840253,0.0002075922],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.002708315,0.00003742633,0.0001277653,0.0001351408,0.00001623933,0.0001240329,0.9957148,0.00003518319,0.001101079],"genre_scores_gemma":[0.07394142,0.0003661589,0.00197232,0.0007149987,0.0001625295,0.004022662,0.9079612,0.000118417,0.01074033],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.4795026,"threshold_uncertainty_score":0.7424264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02517700969472313,"score_gpt":0.2899502327789233,"score_spread":0.2647732230842001,"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."}}