{"id":"W3081377845","doi":"10.1016/j.case.2020.07.005","title":"Advanced Amyloid Cardiomyopathy Unmasked Following Mitral Valve Replacement","year":2020,"lang":"en","type":"article","venue":"CASE","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Amyloidosis; Cardiomyopathy; Cardiology; Internal medicine; Amyloid (mycology); Mitral valve; Amyloid fibril; Radiology; Heart failure; Pathology; Disease; Amyloid β","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":[0.00008788757,0.0002602755,0.0002709567,0.00002530941,0.0001143901,0.00002772698,0.0001418708,0.0001174416,0.00003314743],"category_scores_gemma":[0.0001747715,0.0002549855,0.0008229992,0.0001130468,0.00003787144,0.00000705675,0.0001470502,0.00008891685,0.0000572039],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004744852,"about_ca_system_score_gemma":0.00005620783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001795639,"about_ca_topic_score_gemma":0.000008780833,"domain_scores_codex":[0.9986055,0.00006860596,0.0002458901,0.0005863804,0.0001447378,0.0003489165],"domain_scores_gemma":[0.9991438,0.00002145227,0.00008451867,0.0004567206,0.00003653223,0.0002569789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001348453,0.0006051459,0.2791691,0.0002011888,0.005653597,0.0136216,0.002033445,0.00100515,0.6431444,0.0001215271,0.030202,0.02289442],"study_design_scores_gemma":[0.010431,0.002755087,0.006577821,0.00005820188,0.001211958,0.001231719,0.002707132,0.0001081441,0.8029149,0.00002959646,0.1703581,0.001616406],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948689,0.00263746,0.0003408147,0.0007461943,0.0002901147,0.0003782733,0.00004533303,0.00005652059,0.0006363816],"genre_scores_gemma":[0.9956658,0.0001164869,0.001327729,0.002095419,0.0002421942,0.0001266028,0.0001315691,0.00004563069,0.0002485595],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2725912,"threshold_uncertainty_score":0.9999902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144347458525554,"score_gpt":0.2677249759606734,"score_spread":0.253290230108118,"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."}}