{"id":"W1580486037","doi":"10.1111/j.1440-1843.2011.01996.x","title":"Cough predicts prognosis in idiopathic pulmonary fibrosis","year":2011,"lang":"en","type":"article","venue":"Respirology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Heart, Lung, and Blood Institute; University of California, San Francisco; University of British Columbia","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Internal medicine; Fibrosis; Lung","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000302811,0.0002328594,0.0004928255,0.0002663862,0.0000597735,0.000007043853,0.0001751788,0.0003169479,0.0004154783],"category_scores_gemma":[0.0001050721,0.0002109867,0.0001904264,0.0002946286,0.0002031031,0.0001203079,0.0001037484,0.0003597744,0.0001639855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008890743,"about_ca_system_score_gemma":0.0001532203,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002627886,"about_ca_topic_score_gemma":0.00002001549,"domain_scores_codex":[0.9980978,0.0001397496,0.0004811914,0.0004922866,0.0002308258,0.0005581582],"domain_scores_gemma":[0.9991906,0.00003332621,0.00009724911,0.0003539218,0.00008054851,0.0002443563],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.04017523,0.003889002,0.8925417,0.001237928,0.0001962335,0.0101395,0.001647071,0.000007313415,0.02796299,0.004640527,0.00191285,0.01564965],"study_design_scores_gemma":[0.001796012,0.01224212,0.9718605,0.0007975462,0.0002509271,0.001186807,0.0001352489,0.001207772,0.002500886,0.001764655,0.005821071,0.0004364409],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9588829,0.002889651,0.0000401246,0.0009038026,0.0003516475,0.0006858709,0.0000308085,0.0001593452,0.03605584],"genre_scores_gemma":[0.9978293,0.0001792291,0.0002816405,0.000783467,0.0003057368,0.000160451,0.00002348139,0.00003970782,0.0003969602],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0793188,"threshold_uncertainty_score":0.8603789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02800935312132329,"score_gpt":0.2552022356618244,"score_spread":0.2271928825405011,"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."}}