{"id":"W4393995673","doi":"10.1016/s0735-1097(24)02497-5","title":"BASELINE PREDICTORS OF MAJOR ADVERSE EVENTS FOR TRANSTHYRETIN AMYLOIDOSIS CARDIOMYOPATHY PATIENTS TREATED AND UNTREATED WITH DISEASE-MODIFYING THERAPY","year":2024,"lang":"en","type":"article","venue":"Journal of the American College of Cardiology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"","keywords":"Medicine; Transthyretin; Amyloidosis; Adverse effect; Internal medicine; Baseline (sea); Disease; Cardiomyopathy; Cardiac amyloidosis; Cardiology; Heart failure","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":[0.0004233033,0.0002711986,0.0006810315,0.0003614155,0.0003123796,0.0007667972,0.0002339207,0.0006507982,0.002157839],"category_scores_gemma":[0.001943453,0.000170172,0.00092456,0.0006128416,0.0002034155,0.000468884,0.0002868292,0.001270429,0.0001669902],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003616263,"about_ca_system_score_gemma":0.0004096122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001531069,"about_ca_topic_score_gemma":0.00191376,"domain_scores_codex":[0.9996226,0.00006946147,0.00004624718,0.0000941756,0.0000593294,0.0001082308],"domain_scores_gemma":[0.9981142,0.0004307913,0.0007659615,0.0000847237,0.0001184578,0.0004858635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002531737,0.0001387986,0.9941193,0.00002200978,0.0003269996,0.0001684761,0.00003522554,0.0001326026,0.0003613147,0.00004019677,0.0001721436,0.001951197],"study_design_scores_gemma":[0.00004268753,0.0003148285,0.9988018,0.00000559828,0.00009927922,0.0002129401,0.00005215417,0.0002619371,0.00003818247,0.00006121842,0.0001018841,0.000007473587],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973136,0.0008248294,0.00008478008,0.000104201,0.00002598387,0.000007633999,0.0005697905,0.000006212645,0.001062855],"genre_scores_gemma":[0.9991335,0.0001473916,0.00003133173,0.00003541193,0.00005331191,0.000006611199,0.0004200753,0.000001547616,0.0001708275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002157839,"threshold_uncertainty_score":0.007218659,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006852981842351472,"score_gpt":0.2410033631623389,"score_spread":0.2341503813199874,"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."}}