{"id":"W4390373518","doi":"10.2139/ssrn.4673235","title":"Interstitial Lung Disease with ANCA Positivity: A Retrospective Observational Study","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Observational study; Interstitial lung disease; Medicine; Retrospective cohort study; Disease; Lung; Internal medicine; Intensive care 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":[0.001088474,0.0006930616,0.001345724,0.001294697,0.001230968,0.001571725,0.0007162297,0.00120362,0.004368876],"category_scores_gemma":[0.003190552,0.001410914,0.0008902801,0.002544459,0.0008984276,0.001621789,0.001274034,0.001228204,0.001122287],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005332181,"about_ca_system_score_gemma":0.0009644741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004437612,"about_ca_topic_score_gemma":0.003580217,"domain_scores_codex":[0.9982527,0.0003971124,0.0002307775,0.0006218833,0.000216156,0.0002814837],"domain_scores_gemma":[0.9968081,0.0006612403,0.001211073,0.0004124241,0.0003158094,0.0005911929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003868855,0.0001758013,0.997773,0.00002861411,0.0001140376,0.0005383718,0.000153144,0.00001596255,0.000161187,0.00003699898,0.0001294874,0.000486383],"study_design_scores_gemma":[0.0001030039,0.0006725216,0.9935587,0.00003687579,0.0002030806,0.003382945,0.001172347,0.0001537095,0.00004954901,0.000102434,0.0005399541,0.00002480031],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981381,0.0005573658,0.0001848515,0.0000290267,0.00001288787,0.0000360085,0.0005759352,0.000003541022,0.0004623173],"genre_scores_gemma":[0.9981225,0.0003498996,0.0001641777,0.00009716981,0.00003939757,0.00004456699,0.0009314917,0.000005599009,0.0002452702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004437612,"threshold_uncertainty_score":0.01461536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03514359688478721,"score_gpt":0.3118880469465559,"score_spread":0.2767444500617686,"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."}}