{"id":"W2164298557","doi":"10.1086/444545","title":"Lung Remodeling in Pulmonary Tuberculosis","year":2005,"lang":"en","type":"review","venue":"The Journal of Infectious Diseases","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":273,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Centre for Infectious Diseases","funders":"","keywords":"Lung; Tuberculosis; Medicine; Pulmonary tuberculosis; Pathology; Internal medicine","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":[0.001509139,0.0003535478,0.002256849,0.0007485931,0.00009030422,0.00001756973,0.0003030896,0.0002438392,0.0001544004],"category_scores_gemma":[0.001785565,0.0001898061,0.001095593,0.0005166331,0.000111798,0.0001288298,0.0000961026,0.001436419,0.00004394755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006228166,"about_ca_system_score_gemma":0.0007460457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008713354,"about_ca_topic_score_gemma":0.00002089099,"domain_scores_codex":[0.9964368,0.001110678,0.001379215,0.0001816184,0.0004159908,0.0004757374],"domain_scores_gemma":[0.9970054,0.001356964,0.0006510526,0.0004048985,0.000202985,0.0003786977],"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":[0.0001483478,0.0004211674,0.003594729,0.004763342,0.0006451131,0.0002879963,0.00002842971,0.0002084671,0.000001032162,0.000008897695,0.004141913,0.9857506],"study_design_scores_gemma":[0.0008854056,0.0004380654,0.002145068,0.02507078,0.007448535,0.01579589,0.00004513722,0.0006989838,2.194838e-7,0.0001933458,0.9469153,0.0003632424],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009219529,0.9965813,0.00002105165,0.000610776,0.0001798909,0.0004913061,0.0000168187,0.00002211471,0.001154759],"genre_scores_gemma":[0.004558958,0.9935094,0.00001900789,0.0003693715,0.00138436,0.0000160575,0.00001690792,0.00005484241,0.00007114873],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9853873,"threshold_uncertainty_score":0.774007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04054044929328781,"score_gpt":0.3847191493392554,"score_spread":0.3441787000459676,"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."}}