{"id":"W1665076041","doi":"10.1002/rcr2.112","title":"Unclassifiable interstitial lung disease: an unresolved diagnostic dilemma","year":2015,"lang":"en","type":"article","venue":"Respirology Case Reports","topic":"Interstitial Lung Diseases and Idiopathic Pulmonary Fibrosis","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Interstitial lung disease; Pathological; Lung; Radiological weapon; Radiology; Disease; Pathology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006255658,0.001153192,0.001355011,0.002875413,0.002956488,0.003575706,0.003344184,0.006975512,0.001259332],"category_scores_gemma":[0.02655809,0.0008093189,0.0006943144,0.00136074,0.004686115,0.005902106,0.002339202,0.006044928,0.001174481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001232101,"about_ca_system_score_gemma":0.001170723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00083657,"about_ca_topic_score_gemma":0.001506747,"domain_scores_codex":[0.9967656,0.0009477271,0.0005836327,0.0004007387,0.0007541495,0.0005480571],"domain_scores_gemma":[0.9866459,0.006642086,0.002628454,0.0009585538,0.001682961,0.001441911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.00008711595,0.00009222293,0.04611696,0.000263636,0.0000370477,0.8873376,0.001815389,0.0004453623,0.002276525,0.004847115,0.009138207,0.04754276],"study_design_scores_gemma":[0.00001775115,0.00004964788,0.004065367,0.000476139,0.00003295883,0.9791856,0.001928667,0.0009152001,0.0004720441,0.005302096,0.007518585,0.00003588849],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6020729,0.1031601,0.04707691,0.197823,0.006792418,0.0004082404,0.0002685854,0.0005781059,0.04181977],"genre_scores_gemma":[0.9375398,0.01712024,0.0176834,0.01447956,0.01168983,0.00006582621,0.0001625936,0.00006213701,0.001196613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006975512,"threshold_uncertainty_score":0.0330835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03237187582525217,"score_gpt":0.3096591100017578,"score_spread":0.2772872341765056,"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."}}