{"id":"W4402145512","doi":"10.1111/his.15311","title":"Pathological features of connective tissue disease‐associated interstitial lung disease in transbronchial cryobiopsies","year":2024,"lang":"en","type":"article","venue":"Histopathology","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Idiopathic pulmonary fibrosis; CTD; Usual interstitial pneumonia; Honeycombing; Interstitial lung disease; Pathology; Connective tissue disease; Hypersensitivity pneumonitis; Pulmonary fibrosis; Fibrosis; Pathological; Connective tissue; Lung; Internal medicine; Disease; Autoimmune disease","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":[0.001452426,0.0004122329,0.0002856652,0.002467451,0.000530571,0.0004855539,0.0003311416,0.0006227541,0.001162892],"category_scores_gemma":[0.002562199,0.0003080807,0.0002703657,0.0005199624,0.000778541,0.0005064245,0.0007946433,0.0003460652,0.000358125],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002421052,"about_ca_system_score_gemma":0.0001424552,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001092093,"about_ca_topic_score_gemma":0.001462698,"domain_scores_codex":[0.999377,0.0001118557,0.0001355302,0.0001189606,0.000145171,0.0001114429],"domain_scores_gemma":[0.9987791,0.0003529677,0.0003625528,0.00009947294,0.0001958864,0.0002100405],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003774313,0.00003275905,0.937649,0.0001032846,0.00003465498,0.01576639,0.0005568699,0.00005916215,0.04063353,0.00006299448,0.0001215991,0.004602261],"study_design_scores_gemma":[0.00001684371,0.0002530428,0.9049664,0.00004593753,0.00006108359,0.08687542,0.0006772915,0.0002741263,0.006013357,0.0000477316,0.0007600809,0.000008659612],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958669,0.002170536,0.0006141568,0.00003259265,0.0000180432,0.00003273891,0.00007175421,0.00001170833,0.001181595],"genre_scores_gemma":[0.9985366,0.0005782252,0.0005604191,0.00005243142,0.00002186897,0.00001329957,0.0001245138,0.000002679939,0.0001099591],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002467451,"threshold_uncertainty_score":0.00768131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008262483689838267,"score_gpt":0.2760563730801811,"score_spread":0.2677938893903428,"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."}}