{"id":"W2163551118","doi":"10.1586/erc.10.41","title":"Cardiac amyloidosis: an approach to diagnosis and management","year":2010,"lang":"en","type":"review","venue":"Expert Review of Cardiovascular Therapy","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Cardiac amyloidosis; Amyloidosis; Restrictive cardiomyopathy; Endomyocardial biopsy; Heart transplantation; Heart failure; Medical diagnosis; Cardiology; Differential diagnosis; Transplantation; Disease; Cardiomyopathy; Internal medicine; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001262906,0.00153395,0.002274073,0.003462864,0.0004726016,0.001588788,0.001833399,0.002813976,0.00202977],"category_scores_gemma":[0.001459134,0.0003978449,0.0006798449,0.001855892,0.001029838,0.002407697,0.001260366,0.005719157,0.00228123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001392155,"about_ca_system_score_gemma":0.001733898,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001449224,"about_ca_topic_score_gemma":0.002206672,"domain_scores_codex":[0.999458,0.0001421875,0.00008544039,0.00006429727,0.0002187846,0.00003131251],"domain_scores_gemma":[0.9993477,0.0002433544,0.00007932118,0.00001996977,0.0002311492,0.00007852232],"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":[0.00004862105,0.000130883,0.0003783289,0.007646745,0.0001027948,0.001363049,0.0001421944,0.0006093084,0.0009255558,0.005839929,0.1508928,0.8319198],"study_design_scores_gemma":[0.0000499982,0.0001086128,0.00168878,0.01526394,0.0001294382,0.01545319,0.000277985,0.0004775332,0.0002689986,0.01556577,0.9506525,0.00006325044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008376904,0.9936273,0.0007062626,0.003337413,0.0009318978,0.00001011331,0.00001239583,0.00001584241,0.001275018],"genre_scores_gemma":[0.0008654227,0.9933023,0.001165919,0.0016527,0.002178825,0.00001979406,0.00003452215,0.000002650445,0.0007777733],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003462864,"threshold_uncertainty_score":0.01010084,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03132523708773333,"score_gpt":0.3351580325310635,"score_spread":0.3038327954433302,"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."}}