{"id":"W4386950145","doi":"10.1016/j.pulmoe.2023.08.002","title":"Chester step test to identify functional impairment in interstitial lung disease","year":2023,"lang":"en","type":"letter","venue":"Pulmonology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; West Park Healthcare Centre","funders":"European Regional Development Fund; Fundação para a Ciência e a Tecnologia","keywords":"Medicine; Interstitial lung disease; Test (biology); Functional impairment; Lung disease; Lung; Intensive care medicine; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001802973,0.0005532308,0.0008113185,0.0009122633,0.00007542207,0.00005795398,0.0003054174,0.0007858315,0.0009193618],"category_scores_gemma":[0.0002686105,0.0005432853,0.0004651253,0.0003783347,0.000144256,0.00009993888,0.0003659353,0.001739366,0.002102227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008414678,"about_ca_system_score_gemma":0.0004053411,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002182178,"about_ca_topic_score_gemma":0.00003758399,"domain_scores_codex":[0.9966627,0.0001132743,0.0007100047,0.00105652,0.0004927677,0.0009647809],"domain_scores_gemma":[0.9984164,0.0002256484,0.0001413571,0.0006793546,0.0001273394,0.0004099407],"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":[0.00314542,0.0002953499,0.01036071,0.000932758,0.0001294515,0.01442677,0.00005568377,0.000008317484,0.0001587475,0.00001606255,0.9699774,0.0004933416],"study_design_scores_gemma":[0.00173661,0.002894692,0.240578,0.0022328,0.000784133,0.0003487533,0.00007625227,0.001291149,0.000009569588,0.0002263056,0.7488223,0.0009994851],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01511387,0.0005645491,0.0004659828,0.9736808,0.005922277,0.001976252,0.000911655,0.0003593614,0.001005249],"genre_scores_gemma":[0.1836804,0.0001099169,0.0001011186,0.7686601,0.0162579,0.001216263,0.004639135,0.0003213285,0.02501387],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2302172,"threshold_uncertainty_score":0.9999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02276818862198319,"score_gpt":0.3027322960302083,"score_spread":0.2799641074082251,"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."}}