{"id":"W4393952322","doi":"10.32920/25437805","title":"Burden and risk factors for gastrointestinal symptom distress in HIV patients in the modern antiretroviral era","year":2024,"lang":"en","type":"preprint","venue":"","topic":"HIV-related health complications and treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Human immunodeficiency virus (HIV); Distress; Antiretroviral therapy; Medicine; Emotional distress; Intensive care medicine; Psychiatry; Viral load; Clinical psychology; Immunology; Anxiety","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006317978,0.0001656567,0.0002808861,0.0004873412,0.0004802869,0.0006937281,0.0003337211,0.0003553007,0.001483395],"category_scores_gemma":[0.003271497,0.0002521925,0.0003900559,0.001141004,0.0003468801,0.0005411776,0.0007270842,0.0007697018,0.00007132291],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006576534,"about_ca_system_score_gemma":0.000637659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0526769,"about_ca_topic_score_gemma":0.08116253,"domain_scores_codex":[0.9996132,0.0001374596,0.00004076694,0.00005285989,0.00006269035,0.00009304471],"domain_scores_gemma":[0.9987087,0.0002021854,0.0006943514,0.00005490893,0.00008206735,0.0002578046],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003884474,0.00001354979,0.998592,0.00001157942,0.00002407538,0.00003004307,0.0001273885,0.00002847238,0.00002440428,0.00001394042,0.00008649001,0.001009184],"study_design_scores_gemma":[0.000003839301,0.00002295843,0.9993999,0.00001380663,0.0000117558,0.00005364989,0.0002460818,0.0001452936,0.000004524972,0.00001854671,0.00007670282,0.000002884202],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987558,0.0005702924,0.00002685557,0.0001293582,0.000003425042,0.000006261504,0.0002313293,0.000001568336,0.0002750836],"genre_scores_gemma":[0.999535,0.0001754566,0.00003064402,0.00002862574,0.000007438938,0.000003243308,0.0001658744,5.528553e-7,0.00005322135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0526769,"threshold_uncertainty_score":0.1047406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01773328583411664,"score_gpt":0.3005345066417704,"score_spread":0.2828012208076538,"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."}}