{"id":"W2893193517","doi":"10.24875/aidsrev.18000002","title":"Chronic Lung Disease in HIV Patients","year":2018,"lang":"en","type":"review","venue":"Aids Reviews","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; COPD; Comorbidity; Context (archaeology); Spirometry; Disease; Obstructive lung disease; Lung; Intensive care medicine; Human immunodeficiency virus (HIV); Immunology; Internal medicine; Asthma","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002948278,0.0006540954,0.003147306,0.0003642401,0.00005336145,0.0000236896,0.0001885852,0.0002054147,0.0004171464],"category_scores_gemma":[0.000238987,0.000435989,0.001139947,0.0006279437,0.0000601125,0.00006590741,0.00009646496,0.0004144394,0.004987813],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137153,"about_ca_system_score_gemma":0.0004171953,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000688933,"about_ca_topic_score_gemma":0.000008445084,"domain_scores_codex":[0.9968826,0.0003541906,0.001306754,0.0007374744,0.0002950433,0.0004239895],"domain_scores_gemma":[0.9979859,0.00005949852,0.0004851084,0.0009897355,0.00005089082,0.0004288734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000007194003,0.0002006613,0.0008110753,0.03206465,0.00008450635,0.00007796563,0.000005519569,1.600036e-8,3.182861e-8,0.00001094764,0.003739948,0.9629975],"study_design_scores_gemma":[0.0008166538,0.000219249,0.0003151204,0.06366984,0.001992106,0.00002794146,1.735789e-7,0.000008231198,8.146566e-8,0.000003895469,0.9326392,0.0003074625],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000007617195,0.9940093,0.00001215502,0.00003509676,0.0004121508,0.004305829,0.00005769697,0.00005635019,0.001103864],"genre_scores_gemma":[0.00002196851,0.9940648,0.00007390845,0.0001110481,0.0004529634,0.001082134,0.0005124961,0.00008765454,0.003593017],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.96269,"threshold_uncertainty_score":0.9998092,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03984727759335726,"score_gpt":0.353022803474189,"score_spread":0.3131755258808318,"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."}}