{"id":"W4384257695","doi":"10.1148/ryct.230059","title":"Excipient Lung Disease in a Patient with Preexisting Chronic Thromboembolic Disease","year":2023,"lang":"en","type":"article","venue":"Radiology Cardiothoracic Imaging","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"","keywords":"Medicine; Excipient; Lung; Pulmonary embolism; Thromboembolic disease; Embolism; Disease; Pulmonary vasculature; Radiology; Vascular disease; Thrombosis; Pathology; Cardiology; 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":[0.0005747456,0.0003238772,0.0007736505,0.0004113205,0.0002019755,0.00001750001,0.0001197217,0.00005530323,0.00002404758],"category_scores_gemma":[0.0006122647,0.0002569887,0.0001654621,0.0006737258,0.0006294635,0.00009436267,0.0001434995,0.0005129229,0.00006031895],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003393729,"about_ca_system_score_gemma":0.0003964128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002560668,"about_ca_topic_score_gemma":0.000003104031,"domain_scores_codex":[0.9973281,0.0003039785,0.0003964441,0.0007356907,0.0003361105,0.0008996582],"domain_scores_gemma":[0.9984977,0.0002215302,0.00009969766,0.0005637543,0.00007501322,0.0005423288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002932791,0.00006923723,0.954882,0.0004275023,0.0001593857,0.02002247,0.0009255087,0.001050052,0.0001672359,0.00005076708,0.002242571,0.01970997],"study_design_scores_gemma":[0.001643154,0.0001125472,0.9454705,0.001032655,0.0005068628,0.0009897061,0.0003313684,0.04741802,0.00002204852,0.0001386394,0.001912914,0.0004215889],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9769737,0.01383367,0.001723181,0.004225089,0.0005072196,0.0007435621,0.00002203009,0.0004879108,0.001483712],"genre_scores_gemma":[0.9976021,0.0003177163,0.0003302806,0.0008099276,0.0004120902,0.0002293842,0.00009655784,0.00005569188,0.0001462415],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04636797,"threshold_uncertainty_score":0.9999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466043340245154,"score_gpt":0.3080387552941404,"score_spread":0.2933783218916888,"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."}}