{"id":"W2417124526","doi":"10.1080/09540121.2016.1189499","title":"Chronic obstructive pulmonary disease and HIV: are we appropriately screening?","year":2016,"lang":"en","type":"article","venue":"AIDS Care","topic":"Pneumocystis jirovecii pneumonia detection and treatment","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University; McMaster University Medical Centre","funders":"","keywords":"Pulmonary disease; Medicine; Human immunodeficiency virus (HIV); Disease; Intensive care medicine; Virology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.01028799,0.0004405624,0.002052576,0.001086167,0.001830804,0.003336915,0.00131104,0.006613372,0.003685951],"category_scores_gemma":[0.06494308,0.0005871623,0.0006494636,0.001636432,0.002960579,0.00953915,0.001554275,0.007315787,0.0007904029],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001152662,"about_ca_system_score_gemma":0.005713322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007817434,"about_ca_topic_score_gemma":0.01417645,"domain_scores_codex":[0.9925836,0.00396949,0.0008112839,0.0004611509,0.001365891,0.0008085812],"domain_scores_gemma":[0.9780422,0.01072235,0.002530296,0.0006941255,0.003116791,0.004894227],"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":[0.0005519569,0.0009312981,0.412281,0.001808413,0.0002498269,0.002737078,0.005350839,0.0001558331,0.0004923544,0.002714296,0.1004369,0.4722902],"study_design_scores_gemma":[0.0007211325,0.00232377,0.7108369,0.02980166,0.0009662905,0.01241723,0.04786862,0.001516088,0.000504134,0.03680383,0.1557259,0.0005143847],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.09896947,0.1079346,0.001212928,0.7789744,0.006536082,0.0001237415,0.0001795644,0.00009771728,0.005971489],"genre_scores_gemma":[0.6366035,0.1327417,0.006412471,0.2004709,0.02029454,0.000389643,0.000351194,0.00006470294,0.002671405],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01028799,"threshold_uncertainty_score":0.05440873,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01476787567246406,"score_gpt":0.2452026403780457,"score_spread":0.2304347647055816,"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."}}