{"id":"W2042608110","doi":"10.1016/j.rmed.2009.02.009","title":"Ascertainment of collagen vascular disease in patients presenting with interstitial lung disease","year":2009,"lang":"en","type":"article","venue":"Respiratory Medicine","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":155,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre","funders":"","keywords":"Medicine; Interstitial lung disease; Internal medicine; Population; Retrospective cohort study; Disease; Cohort; Gastroenterology; Lung; Pathology","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":[],"consensus_categories":[],"category_scores_codex":[0.0002496832,0.0002559354,0.0005101775,0.0002697669,0.00005552291,0.000006771291,0.0001400656,0.00005336109,0.0001767573],"category_scores_gemma":[0.0002486884,0.0001894278,0.0001412673,0.0003145463,0.0001950486,0.0001167935,0.00004055689,0.0001316591,0.000004217724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002030146,"about_ca_system_score_gemma":0.0002569645,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003348297,"about_ca_topic_score_gemma":0.000002376729,"domain_scores_codex":[0.9977618,0.0001041036,0.000550573,0.0004066535,0.0008218251,0.0003550389],"domain_scores_gemma":[0.9984249,0.0000342386,0.000161471,0.0004800929,0.0001934875,0.0007057942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03151109,0.001911374,0.9580243,0.001274262,0.0001609619,0.001196025,0.0005105086,0.0001945178,0.0008481345,0.0003628221,0.002469843,0.001536158],"study_design_scores_gemma":[0.006735187,0.005133975,0.98097,0.002510449,0.0006174477,9.012512e-7,0.000104085,0.001250976,0.00006078157,0.00004959418,0.002318296,0.0002482855],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939,0.002421688,0.0001217326,0.0007729984,0.0001487832,0.001063723,0.0000313463,0.00004188113,0.001497821],"genre_scores_gemma":[0.9980729,0.00003491209,0.00002492215,0.001291313,0.0003736226,0.00002525582,0.00007070314,0.00002575548,0.00008067049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02477591,"threshold_uncertainty_score":0.7724639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00940428513983778,"score_gpt":0.2624437890143172,"score_spread":0.2530395038744794,"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."}}