{"id":"W122550447","doi":"10.1155/2014/825606","title":"Idiopathic Pulmonary Fibrosis: New Insights to Functional Characteristics at Diagnosis","year":2014,"lang":"en","type":"article","venue":"Canadian Respiratory Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kingston General Hospital; Queen's University","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; Pulmonary fibrosis; Fibrosis; Internal medicine; Intensive care medicine; Lung","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003224361,0.000305926,0.0004460624,0.0005760462,0.0006519622,0.0001195635,0.0002086473,0.0002151303,0.001346061],"category_scores_gemma":[0.0003333058,0.0002860399,0.000295182,0.0002861608,0.00007030491,0.0001861111,0.00005733924,0.00054162,0.0007750934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001225645,"about_ca_system_score_gemma":0.002212364,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001166064,"about_ca_topic_score_gemma":0.002709677,"domain_scores_codex":[0.997745,0.0001358713,0.0005719389,0.0003931544,0.0004953165,0.0006586949],"domain_scores_gemma":[0.9945539,0.00004248122,0.000154723,0.0003879445,0.0002830696,0.004577904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008026983,0.0004236816,0.3038554,0.0005027046,0.0004310933,0.007601579,0.0006998642,0.00009319099,0.03043222,0.003387989,0.5237091,0.1208362],"study_design_scores_gemma":[0.0005698182,0.001980975,0.2324585,0.00078114,0.0001486059,0.001063834,0.00003851253,0.00008496414,0.0002513268,0.000163016,0.7620926,0.0003667179],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9797782,0.004503346,0.0006237227,0.005125942,0.002720528,0.0004837867,0.0001146654,0.00007830469,0.006571503],"genre_scores_gemma":[0.975223,0.0000623744,0.00008810046,0.01730204,0.005607617,0.00003130638,0.00002847138,0.00006281183,0.001594251],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2383835,"threshold_uncertainty_score":0.9999592,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01901384722277495,"score_gpt":0.2334657702473842,"score_spread":0.2144519230246093,"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."}}