{"id":"W3041172364","doi":"10.1164/ajrccm-conference.2020.201.1_meetingabstracts.a4976","title":"A Case Series of Biopsy-Proven Pulmonary Amylodosis","year":2020,"lang":"en","type":"article","venue":"","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; St. Joseph’s Healthcare Hamilton","funders":"","keywords":"Computer science; Series (stratigraphy); Geology","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":[0.0000626623,0.00006955753,0.0002331435,0.00002121311,0.0000307456,0.00000152117,0.00002911586,0.00003717147,0.0002583031],"category_scores_gemma":[0.0002748318,0.00004816103,0.00005060634,0.0001161268,0.0002073166,0.00002523945,0.00004703753,0.00009662407,0.00003545684],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003015247,"about_ca_system_score_gemma":0.00002039359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003491063,"about_ca_topic_score_gemma":0.000001045886,"domain_scores_codex":[0.9995022,0.00001899471,0.0001496096,0.0001347368,0.0000891886,0.0001052065],"domain_scores_gemma":[0.9996513,0.00003840948,0.00002831356,0.0001066237,0.00004375375,0.00013164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.001185307,0.000520287,0.5270697,0.002165254,0.000678364,0.1874133,0.007376983,9.691544e-7,0.1481278,0.001377502,0.06474613,0.05933848],"study_design_scores_gemma":[0.008346196,0.00655002,0.06881621,0.0007447363,0.002522895,0.6293455,0.02753821,0.004708514,0.1514672,0.001129508,0.09726118,0.001569837],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8900257,0.0006359949,0.0003685321,0.05962374,0.00009112465,0.0001659,0.00001344271,0.0001337988,0.04894176],"genre_scores_gemma":[0.9916344,0.00003999653,0.003387274,0.003195652,0.00009301564,0.000006026743,0.000003466786,0.000006879749,0.001633255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4582535,"threshold_uncertainty_score":0.2828238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06251855041427479,"score_gpt":0.2924449636723561,"score_spread":0.2299264132580813,"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."}}