{"id":"W4294225459","doi":"10.1016/j.echo.2022.06.006","title":"Practical Points for Echocardiography in Cardiac Amyloidosis","year":2022,"lang":"en","type":"editorial","venue":"Journal of the American Society of Echocardiography","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":81,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre","funders":"","keywords":"Medicine; Cardiac amyloidosis; Amyloidosis; Cardiology; 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","metaepi_broad"],"consensus_categories":[],"category_scores_codex":[0.002265283,0.0006839413,0.002326761,0.0004912349,0.0002115046,0.00005208657,0.001330306,0.0005599841,0.000007922979],"category_scores_gemma":[0.001034987,0.00055647,0.01446077,0.001852927,0.0009166463,0.00002261543,0.0005435686,0.001361357,5.558107e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002084623,"about_ca_system_score_gemma":0.0008597447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001273753,"about_ca_topic_score_gemma":0.0000045167,"domain_scores_codex":[0.9948789,0.000845385,0.001316088,0.0007079532,0.001593937,0.000657764],"domain_scores_gemma":[0.9929488,0.001332578,0.003640267,0.001227932,0.0006562039,0.000194164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004747206,0.0002850867,0.09645449,0.0001056872,0.007683876,0.000003606099,0.00007578095,0.0001020398,0.001143028,0.000002056954,0.8931696,0.0004999962],"study_design_scores_gemma":[0.002135111,0.002075357,0.01967655,0.000175683,0.002290099,0.000009444724,0.00164317,0.00000263892,0.002807968,0.0001103368,0.9683831,0.0006905061],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.1435721,0.01915508,0.002943186,0.007208378,0.8154793,0.004410592,0.006758127,0.00006317297,0.0004100599],"genre_scores_gemma":[0.1566792,0.1992761,0.06417715,0.002853082,0.5741713,0.001082784,0.000752946,0.0008056039,0.0002018214],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.241308,"threshold_uncertainty_score":0.9996887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152355478477343,"score_gpt":0.3035315393355599,"score_spread":0.2920079845507865,"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."}}