{"id":"W2171108599","doi":"10.1378/chest.130.5.1566","title":"Cellular vs Fibrosing Interstitial Pneumonias and Prognosis","year":2006,"lang":"en","type":"article","venue":"CHEST Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Medicine; Interstitial pneumonia; Idiopathic pulmonary fibrosis; Usual interstitial pneumonia; Idiopathic interstitial pneumonia; Intensive care medicine; Interstitial lung disease; Pneumonia; Pathology; Internal medicine; Lung","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":[0.0001410321,0.0001624695,0.0002448059,0.0001042529,0.000214898,0.0001345406,0.00006797,0.0000854648,0.0001204391],"category_scores_gemma":[0.00002609435,0.0001370548,0.0001653754,0.00008228976,0.0001267204,0.0001672596,0.00004310947,0.0003278159,0.0000196906],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009358698,"about_ca_system_score_gemma":0.00008678644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002962466,"about_ca_topic_score_gemma":0.000001619653,"domain_scores_codex":[0.9989597,0.00002980697,0.0002999955,0.000189477,0.0002280542,0.0002929739],"domain_scores_gemma":[0.9994386,0.00002088959,0.0001005376,0.0001021941,0.00009419635,0.0002435646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01142276,0.001684238,0.1670957,0.002402545,0.0003412027,0.007011667,0.0007742471,0.00002776754,0.7615492,0.002388019,0.02930368,0.01599894],"study_design_scores_gemma":[0.01389716,0.0292338,0.5137221,0.01173936,0.003276994,0.03973076,0.001906437,0.005908876,0.1136024,0.004859096,0.2592547,0.002868399],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900311,0.002236769,0.00114029,0.002170778,0.0004627068,0.0001598794,0.00001082158,0.00004973132,0.003737927],"genre_scores_gemma":[0.9962375,0.00009817501,0.001089107,0.0002093219,0.001847669,0.000004159516,0.00001500388,0.00002647246,0.0004725957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6479469,"threshold_uncertainty_score":0.5588933,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007775092091974529,"score_gpt":0.2247647332444692,"score_spread":0.2169896411524947,"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."}}