{"id":"W4380794807","doi":"10.1161/circ.146.suppl_1.14106","title":"Abstract 14106: Prevalence and Respective Predictive Value of Late Gadolinium Enhancement Phenotypes in Patients Referred for Suspected Infiltrative Cardiomyopathy","year":2022,"lang":"en","type":"article","venue":"Circulation","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Alberta Health Services","funders":"","keywords":"Medicine; Internal medicine; Cardiology; Cardiomyopathy; Cohort; Ejection fraction; Confounding; Phenotype; Survival analysis; Heart failure; Gastroenterology","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":[0.0006636723,0.0003834922,0.0003398442,0.0006698798,0.0003284418,0.000623105,0.0004838885,0.0007396519,0.004919421],"category_scores_gemma":[0.00422199,0.0002129078,0.0002977906,0.000538464,0.0003459095,0.0004407306,0.0004282115,0.0006309159,0.001043547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001364453,"about_ca_system_score_gemma":0.0002037694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006617217,"about_ca_topic_score_gemma":0.0006757022,"domain_scores_codex":[0.9995921,0.0001042207,0.00005613473,0.0001105329,0.00007957442,0.00005737448],"domain_scores_gemma":[0.9969711,0.001153133,0.0009847748,0.0001239091,0.0002325653,0.0005344669],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000588671,0.000009870731,0.9991406,0.000004501295,0.000007247412,0.0001521579,0.00001401125,0.00001760637,0.000123863,0.000004991502,0.00004363565,0.0004225818],"study_design_scores_gemma":[0.00001036054,0.00009132949,0.9977121,0.000008454347,0.00002344744,0.001578138,0.00008787547,0.0002707842,0.00008472374,0.0000262039,0.0001033875,0.000003138361],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991425,0.0001640075,0.00005905592,0.00005310516,0.000007844209,0.000003596975,0.0001597505,0.000005888672,0.0004042054],"genre_scores_gemma":[0.9995334,0.00004459757,0.00006551573,0.00002291456,0.00002375447,0.00000429769,0.0002423818,0.000002565813,0.00006063308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004919421,"threshold_uncertainty_score":0.01645708,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01153515908458709,"score_gpt":0.2615253301666592,"score_spread":0.2499901710820721,"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."}}