{"id":"W4414530252","doi":"10.1007/s15010-025-02645-2","title":"Post-tuberculosis lung disease: a guide for clinicians","year":2025,"lang":"en","type":"article","venue":"Infection","topic":"Infectious Diseases and Tuberculosis","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Spirometry; Multidisciplinary approach; Risk stratification; Lung; Radiological weapon; Disease; Lung infection; Cystic fibrosis; Lung disease","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":[],"consensus_categories":[],"category_scores_codex":[0.0001833562,0.0001489456,0.00021822,0.0002266847,0.0001987778,0.00003351,0.0000303505,0.0001120221,0.0001341214],"category_scores_gemma":[0.0006931073,0.0001397713,0.0004058885,0.000285449,0.00003183325,0.00009328524,0.00002322031,0.0001180833,0.00003755387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002425732,"about_ca_system_score_gemma":0.0002100186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005133241,"about_ca_topic_score_gemma":0.0001414095,"domain_scores_codex":[0.999021,0.00003479576,0.0002964276,0.0002917269,0.0001176335,0.0002384088],"domain_scores_gemma":[0.9990116,0.0001652487,0.00005574517,0.0002840607,0.0003398238,0.0001435326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006546006,0.0007901996,0.9028128,0.000931428,0.0005658587,0.00001034703,0.0000467679,0.00007119401,0.0009689297,0.003618089,0.0523903,0.03713949],"study_design_scores_gemma":[0.002129063,0.0002888741,0.8471437,0.0003031893,0.001918754,0.00001240627,0.00002246886,0.004714466,0.0004393577,0.001134022,0.1416731,0.0002206656],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9422068,0.0008848661,0.01545571,0.008228319,0.001834448,0.002024511,0.0001188837,0.0005500795,0.02869637],"genre_scores_gemma":[0.9906373,0.0002171661,0.0001402691,0.004675915,0.0003738027,0.0003407205,0.0001270614,0.00002571973,0.003462065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0892828,"threshold_uncertainty_score":0.569971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008068135056791728,"score_gpt":0.3295880917343405,"score_spread":0.3215199566775488,"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."}}