{"id":"W6960352355","doi":"10.1371/journal.pone.0098993.t001","title":"HIV status of TB patients in Alberta by demographic group, 2003–2012.","year":2015,"lang":"en","type":"dataset","venue":"Figshare","topic":"Advances in Cucurbitaceae Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Tuberculosis; Population; Epidemiology; Public health","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006667622,0.0003064194,0.0003254548,0.0001407634,0.00002429323,0.00001593656,0.0006898917,0.0005824246,0.009962947],"category_scores_gemma":[0.00312494,0.0003076744,0.00007601212,0.0003620051,0.00003493696,0.000009066589,0.0006012114,0.0003899237,0.0003455067],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005234789,"about_ca_system_score_gemma":0.0002905062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003908194,"about_ca_topic_score_gemma":0.002294237,"domain_scores_codex":[0.9979249,0.000107124,0.0003479795,0.0005471425,0.0004412472,0.0006316202],"domain_scores_gemma":[0.9982168,0.00004450851,0.0002429365,0.0008206909,0.0004474194,0.0002276605],"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":[0.00004591242,0.0001693146,0.0009560985,0.0003390943,0.00003522465,0.00000377212,0.000002614983,0.000002425132,0.0000371136,9.482611e-8,0.9981743,0.0002340729],"study_design_scores_gemma":[0.0006326051,0.0002346191,0.0002496929,0.0004734208,0.000007860143,0.000001021725,0.000003605763,0.000002717648,0.0002407366,0.000004852021,0.9978439,0.0003049522],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001186779,0.004876395,2.455758e-7,0.000005306737,0.00008127355,0.0004140857,0.994266,0.000002873897,0.0002351528],"genre_scores_gemma":[0.0001162719,0.0007813744,0.00003216155,0.00005407022,0.00009199794,0.0001768938,0.9982191,0.00003869176,0.0004893896],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.00961744,"threshold_uncertainty_score":0.9999375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01928545595807957,"score_gpt":0.3055197527243125,"score_spread":0.286234296766233,"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."}}