{"id":"W4387337985","doi":"10.1016/j.cjca.2023.06.331","title":"MULTIPARAMETRIC RESPONSE TO DISEASE-MODIFYING THERAPY FOR TRANSTHYRETIN AMYLOIDOSIS CARDIOMYOPATHY","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Cardiology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Calgary Laboratory Services","funders":"","keywords":"Medicine; Transthyretin; Amyloidosis; Disease; Internal medicine; Cohort; Cardiomyopathy; Clinical Practice; Cardiac amyloidosis; Intensive care medicine; Oncology; Physical therapy; Heart failure","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001279742,0.0003711584,0.001125248,0.0005221287,0.0003306444,0.0008566223,0.0003763344,0.000620676,0.0007777168],"category_scores_gemma":[0.002858886,0.0001088824,0.001025375,0.0006175084,0.0001918748,0.0005309081,0.000439696,0.001045783,0.0001687721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008536112,"about_ca_system_score_gemma":0.0005194029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001860519,"about_ca_topic_score_gemma":0.00349934,"domain_scores_codex":[0.999082,0.0002500578,0.0001067083,0.000172174,0.0002122935,0.000176877],"domain_scores_gemma":[0.997001,0.0006407279,0.001202004,0.000201305,0.00036006,0.0005949627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02065736,0.001332949,0.8816638,0.000271888,0.002000461,0.0003842963,0.0002198066,0.0008827035,0.001652446,0.0001442175,0.001504958,0.08928503],"study_design_scores_gemma":[0.0002430539,0.002108528,0.9942396,0.00008590461,0.000599704,0.0003804846,0.0001044184,0.0006890916,0.0003803662,0.0002729439,0.0008633436,0.00003257305],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9925241,0.004146368,0.0002497623,0.0004702683,0.00007512412,0.00003363939,0.0007524662,0.00001998191,0.001728288],"genre_scores_gemma":[0.99812,0.0004962077,0.0001187794,0.0001387613,0.0001156106,0.00002582208,0.000720462,0.000002901542,0.0002613532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001860519,"threshold_uncertainty_score":0.006767988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02620355742568729,"score_gpt":0.2881259701843651,"score_spread":0.2619224127586778,"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."}}