{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005901685,0.0003207322,0.0005194363,0.0001960639,0.0001525226,0.00005632452,0.00008699508,0.0002276056,0.0002729313],"category_scores_gemma":[0.001744073,0.0002866962,0.0002405272,0.000180691,0.0002818753,0.0002647073,0.0001598233,0.0003252422,0.00004289165],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002862526,"about_ca_system_score_gemma":0.0007181413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004778339,"about_ca_topic_score_gemma":0.00003597961,"domain_scores_codex":[0.9973141,0.0001993146,0.000660634,0.0007450363,0.0004833366,0.0005975857],"domain_scores_gemma":[0.9965937,0.0001679,0.0002238676,0.0009546564,0.000297235,0.001762657],"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":[0.006546776,0.0006811191,0.07353653,0.0001524212,0.0001199013,0.9042293,0.00009313161,0.0001108978,0.0003064297,0.0003763987,0.01315286,0.00069419],"study_design_scores_gemma":[0.005145329,0.01374825,0.03394083,0.0009586701,0.0032311,0.714218,0.0004186593,0.01391482,0.0002201759,0.00212563,0.210541,0.001537573],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915466,0.002246791,0.0006255649,0.001025,0.001437712,0.0006821633,0.00004499067,0.000248974,0.002142207],"genre_scores_gemma":[0.9965733,0.00002821452,0.000128315,0.001163351,0.001065264,0.000111144,0.0002442026,0.00005977763,0.0006264524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1973881,"threshold_uncertainty_score":0.9999585,"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."}}