{"id":"W4388273212","doi":"10.1016/j.jcjd.2023.10.292","title":"DETERMINANTS OF OUTCOME TO DISEASE-MODIFYING THERAPY FOR TRANSTHYRETIN AMYLOIDOSIS CARDIOMYOPATHY","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","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; Cardiomyopathy; Outcome (game theory); Disease; Cardiology; Internal medicine; 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":[0.001219599,0.0003052273,0.0005252646,0.0004930393,0.000535804,0.001027958,0.0004733099,0.0009668252,0.001930904],"category_scores_gemma":[0.005672003,0.0001645389,0.001072749,0.0008268649,0.0003560002,0.0005763842,0.0005475291,0.001701434,0.0002009739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001124822,"about_ca_system_score_gemma":0.001166091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01322951,"about_ca_topic_score_gemma":0.01198398,"domain_scores_codex":[0.9990578,0.0002252794,0.00009120429,0.0001424249,0.0001424945,0.0003408258],"domain_scores_gemma":[0.9958023,0.001225261,0.001304889,0.0002365613,0.0003962085,0.001034799],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008980829,0.0001908058,0.9942674,0.00001527502,0.0001982928,0.0001014916,0.00004988783,0.0001498927,0.0001122956,0.00007503383,0.0002745731,0.003666925],"study_design_scores_gemma":[0.00003174125,0.0002421449,0.9984111,0.00001491929,0.0001390366,0.0001625441,0.0001432061,0.0004006686,0.00004028355,0.0002021681,0.0002020283,0.00001026994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958851,0.001328379,0.00008641834,0.0005037998,0.00004257741,0.000008255541,0.0005442963,0.000005677387,0.001595495],"genre_scores_gemma":[0.9990829,0.0002060011,0.00002347226,0.00005024777,0.0000493597,0.000004180513,0.0004072226,0.000001584451,0.000175099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01322951,"threshold_uncertainty_score":0.02630502,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02573233105528008,"score_gpt":0.2909142287827483,"score_spread":0.2651818977274682,"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."}}