{"id":"W4285798676","doi":"10.1186/s13023-022-02414-6","title":"Global epidemiology of amyloid light-chain amyloidosis","year":2022,"lang":"en","type":"review","venue":"Orphanet Journal of Rare Diseases","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Takeda Development Center Americas","keywords":"Epidemiology; Incidence (geometry); Medicine; European union; Amyloidosis; Population; Disease; Demography; Environmental health; Pediatrics; Pathology","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":[],"category_scores_codex":[0.0005834133,0.000835675,0.003451816,0.0002860113,0.0001210932,0.00001543293,0.001207611,0.0004823029,0.000913984],"category_scores_gemma":[0.001837288,0.0006627972,0.002754256,0.0004267328,0.000194504,0.00001391185,0.0004739883,0.0003165443,0.00001677932],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002705439,"about_ca_system_score_gemma":0.001033839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002429202,"about_ca_topic_score_gemma":0.00001057142,"domain_scores_codex":[0.9947596,0.001367538,0.002133401,0.000662634,0.0004680574,0.0006087343],"domain_scores_gemma":[0.9943086,0.0005837355,0.003567756,0.0008515156,0.0001913087,0.0004970775],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005498569,0.002182079,0.06337171,0.009456955,0.008535387,0.0008446593,0.00003266898,0.0001045917,0.00002826209,0.0002039925,0.09265626,0.8220336],"study_design_scores_gemma":[0.000738381,0.001095734,0.0007840946,0.00154393,0.003784879,0.0007353764,0.00006095134,3.43427e-7,0.00004119816,0.00009129908,0.9905795,0.0005443369],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008033382,0.9953369,0.0000473346,0.0001268361,0.0007554084,0.0004779304,0.002266348,0.00001376813,0.0001721593],"genre_scores_gemma":[0.001705931,0.995585,0.000307488,0.0002912369,0.0006835815,0.0001114783,0.001033843,0.00009638318,0.0001850809],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8979232,"threshold_uncertainty_score":0.9999993,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03388185797974123,"score_gpt":0.3340690921054618,"score_spread":0.3001872341257206,"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."}}