{"id":"W2796138119","doi":"10.14740/gr973w","title":"Upper and Lower Gastrointestinal Endoscopic Findings in HIV-Infected Patients in the Era of Highly Active Antiretroviral Therapy","year":2018,"lang":"en","type":"article","venue":"Gastroenterology Research","topic":"Cytomegalovirus and herpesvirus research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Antiretroviral therapy; Medicine; Human immunodeficiency virus (HIV); Gastroenterology; Virology; Internal medicine; Viral load","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004798902,0.0001920584,0.0003303772,0.001286007,0.0005288792,0.0005675212,0.0002697822,0.00040015,0.001567548],"category_scores_gemma":[0.001875192,0.0002387818,0.0002392211,0.001149588,0.0002992193,0.0004863509,0.0003704535,0.0004127344,0.0001611776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002577502,"about_ca_system_score_gemma":0.0002843286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002754557,"about_ca_topic_score_gemma":0.004151985,"domain_scores_codex":[0.9996159,0.00007674046,0.00006612363,0.00005957763,0.0001020684,0.00007945514],"domain_scores_gemma":[0.9982889,0.0003856095,0.0008802784,0.00004326205,0.0001238078,0.0002781598],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004880826,0.00001038889,0.9990663,0.000007843521,0.000007256569,0.0003680668,0.00004356234,0.000005720924,0.00007855981,0.000003368704,0.00002368746,0.000336421],"study_design_scores_gemma":[0.000003419957,0.00006088207,0.9973578,0.000009778286,0.00001197228,0.00207724,0.0002816501,0.00003679235,0.00005721234,0.000005234348,0.00009584563,0.000002092826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991109,0.000411823,0.00001538753,0.00001683085,0.00000361636,0.000008192437,0.0001737457,0.000001164811,0.0002582838],"genre_scores_gemma":[0.9995627,0.0001565713,0.00003894418,0.00001973243,0.000007761541,0.000004957599,0.0001656485,5.406091e-7,0.00004313685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002754557,"threshold_uncertainty_score":0.005477071,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03313618309122982,"score_gpt":0.3442756801169601,"score_spread":0.3111394970257302,"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."}}