{"id":"W1972370728","doi":"10.1155/2012/910954","title":"Clinical Features, Treatment, and Outcome of HIV-Associated Immune Thrombocytopenia in the HAART Era","year":2012,"lang":"en","type":"article","venue":"Advances in Hematology","topic":"Platelet Disorders and Treatments","field":"Medicine","cited_by":57,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver; St. Paul's Hospital; University of British Columbia","funders":"","keywords":"Algorithm; Medicine; Human immunodeficiency virus (HIV); Machine learning; Computer science; Immunology","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":[0.0007060815,0.0001434454,0.0003261303,0.0007773175,0.0002471773,0.0004488368,0.000222874,0.00033326,0.0005779113],"category_scores_gemma":[0.005115763,0.0001393435,0.0001635891,0.001046081,0.0002413711,0.0004177319,0.0002050583,0.0003083337,0.0001331874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002463768,"about_ca_system_score_gemma":0.000205185,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001470956,"about_ca_topic_score_gemma":0.002055625,"domain_scores_codex":[0.9993311,0.0002628338,0.0001180101,0.00006544092,0.0001384409,0.00008419127],"domain_scores_gemma":[0.9967921,0.001335929,0.00125656,0.00008863893,0.0002058929,0.0003208078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001490305,0.0000160382,0.9929005,0.00002410165,0.00003389384,0.001051816,0.00003478573,0.00004163149,0.0001455099,0.00001743574,0.0001597217,0.005425637],"study_design_scores_gemma":[0.000008114539,0.0001023108,0.9931952,0.00002972611,0.00002972574,0.00609892,0.00008434041,0.00012424,0.00005961537,0.00002645969,0.0002386519,0.000002754306],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988289,0.01003729,0.00008954487,0.0001553803,0.000009793749,0.00001100908,0.0001867194,0.000006110814,0.001215175],"genre_scores_gemma":[0.997946,0.00161361,0.00005618608,0.00005672767,0.00003598787,0.000006131966,0.0002234524,0.000001564228,0.00006025829],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001470956,"threshold_uncertainty_score":0.003734112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03427248627194734,"score_gpt":0.3902531349136166,"score_spread":0.3559806486416692,"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."}}