{"id":"W4297537205","doi":"10.14740/jmc3998","title":"Acquired Immune Deficiency Syndrome Cholangiopathy: Case Series of Three Patients and Literature Review","year":2022,"lang":"en","type":"article","venue":"Journal of Medical Cases","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Disease; Antiretroviral therapy; Immune system; Pediatrics; Dermatology; Intensive care medicine; Human immunodeficiency virus (HIV); Immunology; 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":[0.0004059809,0.001993711,0.001488139,0.005542831,0.00229704,0.001998491,0.001802806,0.00342751,0.003612464],"category_scores_gemma":[0.002033592,0.00103165,0.00100665,0.004438213,0.002112248,0.002137918,0.001826481,0.001746329,0.001836309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007786289,"about_ca_system_score_gemma":0.0009450359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001303671,"about_ca_topic_score_gemma":0.001802771,"domain_scores_codex":[0.9989058,0.0001116357,0.0003831542,0.0002190068,0.0001486697,0.0002317456],"domain_scores_gemma":[0.9980347,0.0004984988,0.0006545844,0.0001937464,0.0001945819,0.0004240184],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00005824773,0.000259463,0.03859204,0.0006143178,0.00009251534,0.9400023,0.0008991742,0.0001755131,0.001033751,0.0001642599,0.002197422,0.01591109],"study_design_scores_gemma":[0.00001002639,0.00005542983,0.01057666,0.0001259736,0.00005311515,0.9852128,0.000378101,0.00007080888,0.0002989262,0.0001241879,0.003063109,0.00003091954],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7859306,0.1849321,0.00696187,0.002726727,0.001967877,0.0007653782,0.0007649995,0.0004906553,0.01545968],"genre_scores_gemma":[0.9356548,0.05487155,0.002491607,0.001474622,0.002377124,0.0001771705,0.0005535798,0.00007288637,0.002326675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005542831,"threshold_uncertainty_score":0.0120849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01566235428573338,"score_gpt":0.2698762565407018,"score_spread":0.2542139022549684,"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."}}