{"id":"W4404096368","doi":"10.1183/13993003.congress-2024.pa5177","title":"Use of 6-min walk distance to predict lung transplant-free survival in fibrosing non-IPF interstitial lung diseases","year":2024,"lang":"en","type":"article","venue":"","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; Alberta Health; Alberta Health Services","funders":"","keywords":"Lung; Medicine; Lung transplantation; Idiopathic pulmonary fibrosis; Interstitial lung disease; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001342513,0.0004574184,0.0003336886,0.0006112718,0.0001391675,0.0005698254,0.000491423,0.0004827869,0.001045462],"category_scores_gemma":[0.002809416,0.0001027924,0.0004063546,0.00030236,0.0001464267,0.0003634778,0.0003827915,0.0004600701,0.0003301062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002043438,"about_ca_system_score_gemma":0.0002044502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001846291,"about_ca_topic_score_gemma":0.002761765,"domain_scores_codex":[0.9997268,0.00009295825,0.00003652287,0.00007402554,0.00004111401,0.00002863677],"domain_scores_gemma":[0.9984844,0.0005587537,0.0004246252,0.00012579,0.0001939088,0.0002125361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004352391,0.00004379835,0.9938403,0.00001917782,0.00005238723,0.00003064337,0.00001865425,0.0002301976,0.000259149,0.00001008509,0.0002147065,0.004845798],"study_design_scores_gemma":[0.00002351645,0.0003809442,0.9957698,0.00002242458,0.00006380765,0.0001758685,0.00004922966,0.002908438,0.0003073379,0.00003898122,0.0002521361,0.000007412259],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979741,0.0005299661,0.0003175586,0.00007791568,0.00001960866,0.00001214979,0.0007684541,0.00001331793,0.0002868799],"genre_scores_gemma":[0.9984174,0.0001108406,0.0003117801,0.00001788584,0.00002058009,0.00001132741,0.0009820935,0.000001994125,0.0001261956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001846291,"threshold_uncertainty_score":0.007099986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01258093101834987,"score_gpt":0.2624582422956576,"score_spread":0.2498773112773078,"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."}}