{"id":"W2161984127","doi":"10.1136/thoraxjnl-2014-206598","title":"The INPULSIS enigma: exacerbations in idiopathic pulmonary fibrosis","year":2014,"lang":"en","type":"article","venue":"Thorax","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"National Heart, Lung, and Blood Institute","keywords":"Nintedanib; Medicine; Idiopathic pulmonary fibrosis; Exacerbation; Placebo; Internal medicine; Intensive care medicine; Lung; Pathology; Alternative 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":[0.0006043534,0.0001757773,0.0002768387,0.000105179,0.0002727218,0.00004657688,0.0001812112,0.00011274,0.00006697923],"category_scores_gemma":[0.0002347922,0.0001253237,0.0001706872,0.0003408425,0.0001389358,0.0001073832,0.00008014421,0.0002911863,0.0001597147],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000106394,"about_ca_system_score_gemma":0.00009129118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001252876,"about_ca_topic_score_gemma":0.0000329104,"domain_scores_codex":[0.9985141,0.0001730138,0.0003616503,0.0002876529,0.0002908622,0.0003727105],"domain_scores_gemma":[0.9990401,0.0001383677,0.00006859237,0.0005054824,0.00008159255,0.000165853],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0250477,0.003456763,0.148046,0.002255131,0.0004004962,0.0008670961,0.003024655,0.0003051772,0.1256124,0.1162576,0.02141266,0.5533143],"study_design_scores_gemma":[0.003821982,0.007687117,0.5673955,0.004237695,0.0008248914,0.0006609128,0.001973417,0.04679141,0.003969694,0.01995928,0.3408414,0.001836758],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8688539,0.008953124,0.001222249,0.01597402,0.001215597,0.001321295,0.00005596245,0.0003463575,0.1020574],"genre_scores_gemma":[0.9965584,0.0002712015,0.0001490434,0.0004044584,0.0004718146,0.00007959751,0.00002414663,0.00003000994,0.002011322],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5514775,"threshold_uncertainty_score":0.5110552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007724594965981746,"score_gpt":0.2513387218674455,"score_spread":0.2436141269014638,"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."}}