{"id":"W2884564768","doi":"10.1007/s10554-018-1410-5","title":"3D myocardial deformation analysis from cine MRI as a marker of amyloid protein burden in cardiac amyloidosis: validation versus T1 mapping","year":2018,"lang":"en","type":"article","venue":"International journal of cardiac imaging","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"Foothills Medical Centre; University of Calgary","funders":"Pfizer; Amgen","keywords":"Medicine; Cardiac amyloidosis; Ejection fraction; Cardiac imaging; Internal medicine; Amyloidosis; Cardiology; Magnetic resonance imaging; Cardiac magnetic resonance imaging; Nuclear medicine; Heart failure; Population; Radiology","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":[0.002275266,0.0005204275,0.0005760111,0.001050351,0.000201762,0.00164306,0.0004214938,0.0009660195,0.0007467424],"category_scores_gemma":[0.003286839,0.0002860037,0.000420656,0.0004190876,0.0003847055,0.0006532712,0.0004219977,0.0004242092,0.0003361348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001172125,"about_ca_system_score_gemma":0.0001959445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004578116,"about_ca_topic_score_gemma":0.0007405151,"domain_scores_codex":[0.9996112,0.0001729563,0.00002881467,0.00008872733,0.00006245611,0.00003591876],"domain_scores_gemma":[0.9985608,0.0005972723,0.0003552932,0.0002056244,0.0001733631,0.0001075734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003447436,0.0003527815,0.6147684,0.0004818402,0.00063297,0.000900245,0.0008426708,0.00664647,0.2377367,0.0007341376,0.001147549,0.1323088],"study_design_scores_gemma":[0.0001075684,0.001104761,0.886119,0.0001805566,0.0006592745,0.003866525,0.0004108012,0.06309555,0.04058504,0.001818238,0.001950363,0.0001023711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9783723,0.001600231,0.01789743,0.0001749858,0.0000557651,0.00005152635,0.0005236137,0.0001587652,0.001165429],"genre_scores_gemma":[0.9928098,0.0005764105,0.005933614,0.00006806089,0.00005818819,0.00002383718,0.0002390692,0.00004805815,0.0002429888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002275266,"threshold_uncertainty_score":0.01203293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007773733715163432,"score_gpt":0.2725589424514103,"score_spread":0.2647852087362469,"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."}}