{"id":"W4402672209","doi":"10.1007/s00408-024-00748-5","title":"Percent Predicted vs. Absolute Six-Minute Walk Distance as Predictors of Lung Transplant-Free Survival in Fibrosing Interstitial Lung Diseases","year":2024,"lang":"en","type":"article","venue":"Lung","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health; Alberta Health Services; Western University","funders":"Dipartimenti di Eccellenza; Università degli Studi di Milano-Bicocca; Università degli Studi di Milano; Academic Medical Organization of Southwestern Ontario","keywords":"Medicine; Proportional hazards model; Idiopathic pulmonary fibrosis; Cohort; Lung transplantation; Hazard ratio; Internal medicine; Lung; Retrospective cohort study; Survival analysis; Oncology; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002064653,0.0003375738,0.0003005608,0.0006008596,0.0001676796,0.0005277799,0.0003277052,0.0004298341,0.001280763],"category_scores_gemma":[0.00355735,0.0001180091,0.0003950285,0.0003522802,0.0001947026,0.0003958245,0.0003949169,0.0004381828,0.0002246146],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001346788,"about_ca_system_score_gemma":0.000202083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007237352,"about_ca_topic_score_gemma":0.0006480193,"domain_scores_codex":[0.9996485,0.0001270762,0.00003117148,0.00009518673,0.00005203913,0.00004601415],"domain_scores_gemma":[0.9974027,0.001187086,0.0007138104,0.000134513,0.0001417391,0.0004201705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006703549,0.00002790803,0.9970472,0.0000086614,0.00004601345,0.00001965336,0.00001496139,0.000187374,0.0001709141,0.000008076948,0.00004296601,0.001755903],"study_design_scores_gemma":[0.00002570002,0.0004923964,0.9967948,0.000008657094,0.00006653256,0.0001771988,0.00004376939,0.002109917,0.0001377233,0.0000360982,0.0001029476,0.000004464243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991968,0.0003775135,0.0001353895,0.00002558003,0.000006160209,0.00000247257,0.0001734683,0.000004692366,0.00007794839],"genre_scores_gemma":[0.9995033,0.00005493517,0.00009386543,0.000004328896,0.00001041429,0.000003353257,0.0002841289,0.000001239675,0.00004459975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002064653,"threshold_uncertainty_score":0.01091903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005878519210110413,"score_gpt":0.2469350718512238,"score_spread":0.2410565526411134,"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."}}