{"id":"W1584932322","doi":"10.1111/j.1365-2559.2010.03649.x","title":"Desquamative interstitial pneumonia","year":2010,"lang":"en","type":"review","venue":"Histopathology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Interstitial lung disease; Medicine; Usual interstitial pneumonia; Pathology; Fibrosis; Bronchiolitis; Bronchiolitis obliterans organizing pneumonia; Interstitial pneumonia; Lung; Idiopathic interstitial pneumonia; Diffuse alveolar damage; Idiopathic pulmonary fibrosis; Respiratory system; Bronchiolitis obliterans; Internal medicine; Lung transplantation","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":[0.000176694,0.0005500991,0.002359491,0.0003625792,0.0001123478,0.00001694279,0.0002681902,0.0009429707,0.0005496927],"category_scores_gemma":[0.0001333828,0.0004496049,0.001155503,0.0001724881,0.0004171851,0.00005226627,0.00014468,0.001445321,0.001178302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003462442,"about_ca_system_score_gemma":0.0006287188,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001582868,"about_ca_topic_score_gemma":0.000005465742,"domain_scores_codex":[0.9978157,0.0001882208,0.0006938544,0.0006653044,0.0001933775,0.0004435501],"domain_scores_gemma":[0.9985268,0.00008453963,0.0003393067,0.0006608738,0.0001078508,0.0002806186],"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":[0.0003895324,0.0002761325,0.000004059912,0.01784572,0.00003315209,0.004603935,0.0001324907,1.383955e-8,0.000105583,0.001954401,0.00248966,0.9721653],"study_design_scores_gemma":[0.0002102506,0.001538061,0.00002196671,0.007780747,0.002134572,0.006191073,0.000009251079,0.000002415929,4.389335e-7,0.00005509102,0.981691,0.0003651012],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001539883,0.9824013,0.0001220332,0.0000655024,0.002559633,0.0007398989,0.000172053,0.0001381621,0.013786],"genre_scores_gemma":[0.0000940828,0.99419,0.0004369305,0.0002577346,0.001200102,0.000183839,0.0004257316,0.0001110707,0.003100482],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9792014,"threshold_uncertainty_score":0.9997956,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03817260985905312,"score_gpt":0.3630917490623572,"score_spread":0.3249191392033041,"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."}}