{"id":"W3037674238","doi":"10.1111/hiv.12885","title":"Predictors of incomplete viral response and virologic failure in patients with acute and early HIV infection. Results of Italian Network of ACuTe HIV InfectiON (INACTION) cohort","year":2020,"lang":"en","type":"article","venue":"HIV Medicine","topic":"HIV Research and Treatment","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Hospital Foundation","funders":"Gilead Sciences","keywords":"Medicine; Interquartile range; Hazard ratio; Viral load; Internal medicine; Confidence interval; Proportional hazards model; Retrospective cohort study; Cohort; Cohort study; Human immunodeficiency virus (HIV); 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":[0.001223956,0.0003259426,0.0004121267,0.0005184369,0.0003366505,0.0007574279,0.0003781553,0.000398738,0.001345485],"category_scores_gemma":[0.002859434,0.0002668847,0.000473874,0.0005396375,0.0002314811,0.0005025233,0.0004901909,0.0005742561,0.0002242863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003096797,"about_ca_system_score_gemma":0.0003969421,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00433735,"about_ca_topic_score_gemma":0.004345479,"domain_scores_codex":[0.9994879,0.0001494951,0.00004769369,0.0001155778,0.00007801184,0.0001213507],"domain_scores_gemma":[0.9979801,0.0003321081,0.000991242,0.0002154685,0.0001400008,0.0003410733],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008278959,0.00001082004,0.9994259,0.000003335049,0.00001705723,0.0000254144,0.00002139078,0.00001941544,0.00003225181,0.000004646673,0.00005128261,0.0003056703],"study_design_scores_gemma":[0.000004867181,0.00005817644,0.9994398,0.000004950437,0.00001573036,0.0001474496,0.00007479455,0.0001363272,0.00001441757,0.000009074249,0.00009254419,0.000001840038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99892,0.0002426478,0.00005075699,0.00004237962,0.000004811006,0.000008580841,0.0004429394,0.000001898766,0.0002859843],"genre_scores_gemma":[0.9992074,0.00007127955,0.00004096786,0.00001795801,0.00001170022,0.000008446194,0.0005525316,0.000001718877,0.00008785848],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00433735,"threshold_uncertainty_score":0.008624196,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006796256329137195,"score_gpt":0.2206685771925558,"score_spread":0.2138723208634186,"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."}}