{"id":"W4387337645","doi":"10.1016/j.cjca.2023.06.289","title":"DETERMINANTS OF OUTCOME 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; Cohort; Amyloidosis; Internal medicine; Referral; Cardiomyopathy; Disease; Intensive care medicine; Heart failure; Family medicine","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":[0.001157939,0.0002975959,0.0005478789,0.0004765286,0.000572542,0.001054234,0.0004585672,0.001073418,0.001917994],"category_scores_gemma":[0.006122175,0.0001607514,0.0009859467,0.0007665831,0.00038265,0.0005506636,0.0005214225,0.001762809,0.000208005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001096185,"about_ca_system_score_gemma":0.001169034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01071544,"about_ca_topic_score_gemma":0.01067038,"domain_scores_codex":[0.9990503,0.0002155235,0.00008880889,0.0001544461,0.0001569329,0.0003339237],"domain_scores_gemma":[0.9957126,0.001262546,0.001272143,0.0002529834,0.0004304258,0.001069312],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008908143,0.000201764,0.9937138,0.00001749304,0.0002081985,0.0001414278,0.00005709721,0.0001556495,0.0001429047,0.00009244321,0.0003300393,0.004048405],"study_design_scores_gemma":[0.00003127603,0.0002363395,0.9983357,0.00001675794,0.0001342355,0.0002108644,0.000140846,0.000400276,0.00003980131,0.0002310459,0.0002124648,0.0000105771],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995286,0.001567456,0.00009703941,0.0006103619,0.000047556,0.00000936643,0.0004785895,0.000005859876,0.001897677],"genre_scores_gemma":[0.9990498,0.0002353336,0.0000249644,0.0000599863,0.0000680884,0.00000454418,0.0003890174,0.000001651149,0.0001665195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01071544,"threshold_uncertainty_score":0.0213061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03249768841705709,"score_gpt":0.3066372933353519,"score_spread":0.2741396049182948,"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."}}