{"id":"W4405039253","doi":"10.1182/blood-2024-210831","title":"Diagnostic Test Accuracy of Cardiac Imaging for AL Amyloidosis: A Systematic Review and Meta-Analysis","year":2024,"lang":"en","type":"review","venue":"Blood","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen Elizabeth II Health Sciences Centre; University of British Columbia; Princess Margaret Cancer Centre","funders":"","keywords":"Meta-analysis; Medicine; Cardiac amyloidosis; Amyloidosis; 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":[0.02349336,0.00248136,0.01804907,0.007818477,0.0006757298,0.003715683,0.002530264,0.002379899,0.003344846],"category_scores_gemma":[0.08005785,0.001504328,0.03078296,0.008153483,0.001122414,0.002373874,0.001447889,0.001863599,0.0002763908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002792186,"about_ca_system_score_gemma":0.004242687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006908639,"about_ca_topic_score_gemma":0.01328283,"domain_scores_codex":[0.9789016,0.01060736,0.00566412,0.00200583,0.002341002,0.0004801668],"domain_scores_gemma":[0.9113541,0.07346081,0.009418082,0.001483839,0.003801836,0.0004813779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.00123499,0.00001942422,0.008073476,0.6041803,0.3705464,0.0001308822,0.0001147092,0.0003971437,0.0001352183,0.0001397407,0.0007834885,0.01424419],"study_design_scores_gemma":[0.0005125854,0.0001801617,0.007180929,0.0757653,0.9134597,0.0001653408,0.00006232889,0.0002928986,0.0001262069,0.0002811998,0.001938143,0.00003522076],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00324686,0.9951333,0.0003946848,0.0002436158,0.0001078839,0.000186776,0.0004851175,0.00001841368,0.0001832662],"genre_scores_gemma":[0.1854324,0.8074895,0.002926567,0.00116586,0.0004235637,0.001300844,0.001002141,0.00003805078,0.0002210111],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02349336,"threshold_uncertainty_score":0.1242463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03428080993167949,"score_gpt":0.3460808448015117,"score_spread":0.3118000348698323,"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."}}