{"id":"W3129006655","doi":"10.1148/ryct.2021200314","title":"Chronic Lung Allograft Dysfunction: Review of CT and Pathologic Findings","year":2021,"lang":"en","type":"review","venue":"Radiology Cardiothoracic Imaging","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital","funders":"","keywords":"Medicine; Bronchiolitis obliterans; Lung; Lung transplantation; Bronchiolitis; Transplantation; Radiology; Surgery; Respiratory system; 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":[0.001719828,0.0005484608,0.005159469,0.000299492,0.00009455085,0.00001574614,0.0001437754,0.0001727167,0.0001390438],"category_scores_gemma":[0.0003310395,0.000424045,0.001251264,0.0004720369,0.000306678,0.00007633039,0.00006982961,0.0007773758,0.000006338325],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000252595,"about_ca_system_score_gemma":0.0005685872,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005143471,"about_ca_topic_score_gemma":2.586043e-7,"domain_scores_codex":[0.9964048,0.001126218,0.00104254,0.0007760315,0.000220502,0.0004299599],"domain_scores_gemma":[0.998116,0.0006225659,0.000382215,0.0006186317,0.000129166,0.000131406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000003852319,0.000006670624,0.001219239,0.2355438,0.0005305038,0.002152309,0.00001473787,1.389262e-7,0.000004730312,0.0000523838,0.0006165535,0.7598551],"study_design_scores_gemma":[0.0003504902,0.00004778457,0.0003168643,0.1597383,0.009500571,0.06314395,0.00001177946,0.000006110925,0.00000401678,0.000005395889,0.7665262,0.0003484859],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000008408468,0.9934271,0.00368874,0.0003590899,0.0007450249,0.0009432165,0.0000472897,0.00008023559,0.0007009205],"genre_scores_gemma":[0.00001716989,0.9918733,0.006222267,0.0005203506,0.0005375372,0.00009561501,0.0004611259,0.00006755788,0.0002050434],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7659097,"threshold_uncertainty_score":0.9998211,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005440246514593,"score_gpt":0.3869996471628499,"score_spread":0.3569452446977039,"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."}}