{"id":"W4403428338","doi":"10.70270/8xa9mof","title":"“A hot topic”: TTR amyloidosis gets its moment to shine at ESC 2024","year":2024,"lang":"en","type":"article","venue":"Mednet","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transthyretin; Amyloidosis; Moment (physics); Medicine; Pathology; Physics; Classical mechanics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001371441,0.0003286015,0.0002645775,0.0001011292,0.00008788828,0.00007962465,0.0002795741,0.0001776592,0.0009331602],"category_scores_gemma":[0.00006529372,0.0002822191,0.0001872975,0.0001545736,0.0000349286,0.000006936937,0.0004063787,0.0001060264,0.001198375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001649752,"about_ca_system_score_gemma":0.0000558586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005133062,"about_ca_topic_score_gemma":0.0002052168,"domain_scores_codex":[0.9982101,0.00004901946,0.000278907,0.0007265155,0.0002622888,0.0004731543],"domain_scores_gemma":[0.9990861,0.00003260137,0.00003747619,0.0005333385,0.00004336495,0.0002671404],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001516026,0.0003262765,0.01802528,0.0002000614,0.000862796,0.0002210558,0.0006677099,0.0001065749,0.3963782,0.0003644298,0.5637125,0.01898343],"study_design_scores_gemma":[0.0003323863,0.0003086286,0.007943615,0.00004694979,0.00008014843,0.00001546192,0.00003213782,0.00003260132,0.3113741,0.00001854198,0.6795142,0.0003011617],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971207,0.0142982,0.0001519913,0.00768249,0.001706483,0.0005860982,0.0001899027,0.0001006153,0.00407724],"genre_scores_gemma":[0.9304177,0.001958748,0.000459622,0.002400944,0.0005981862,0.0003643236,0.0002556366,0.00006945458,0.06347536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1158017,"threshold_uncertainty_score":0.9999802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01407347391250683,"score_gpt":0.2803234393941287,"score_spread":0.2662499654816218,"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."}}