{"id":"W6976993431","doi":"10.60692/b24zv-5v986","title":"HIV & Hepatitis in the Americas 28–30 April 2016, Mexico City, Mexico","year":2016,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Biomedical Text Mining and Ontologies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Human immunodeficiency virus (HIV); Hepatitis C; Viral disease; Public health; Viral hepatitis","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000288882,0.0001053327,0.00006858579,0.0004554309,0.001545695,0.0007809938,0.0001795418,0.000416509,0.008138016],"category_scores_gemma":[0.0004489693,0.0001017795,0.0001009327,0.0005107258,0.0003269546,0.0004304728,0.0008121263,0.0006757379,0.0004804188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002021019,"about_ca_system_score_gemma":0.001709765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1427892,"about_ca_topic_score_gemma":0.3664591,"domain_scores_codex":[0.9999295,0.00001041693,0.000003761165,0.00001245004,0.0000142089,0.00002960742],"domain_scores_gemma":[0.9998275,0.00001928047,0.00006108448,0.000006286218,0.00003018001,0.00005558528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002603663,0.0001161893,0.4887051,0.0003291526,0.00006037314,0.001890192,0.007837353,0.0003567101,0.001174253,0.004577465,0.3892859,0.1054071],"study_design_scores_gemma":[0.00001361163,0.00001729079,0.7502022,0.0002297655,0.00001798237,0.0004275931,0.009025597,0.0001088324,0.0002231777,0.0003478173,0.2393779,0.000008239432],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7322868,0.02004585,0.0005718243,0.1058062,0.003104588,0.0001343487,0.02490362,0.0001535812,0.1129933],"genre_scores_gemma":[0.8019205,0.0151631,0.001140543,0.006210936,0.001884509,0.0001757756,0.0135382,0.00004306352,0.1599234],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.991862,"threshold_uncertainty_score":0.2839162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02713683195092257,"score_gpt":0.2379494228785371,"score_spread":0.2108125909276145,"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."}}