{"id":"W4411395031","doi":"10.1016/j.ard.2025.06.937","title":"ABS0657 INSIGHTS FROM A ONE-YEAR INTERNATIONAL MONTHLY QUIZ ON AA AMYLOIDOSIS CAUSES: ENGAGING 2,597 VOTERS ACROSS FRENCH-SPEAKING COUNTRIES","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital du Sacré-Cœur de Montréal","funders":"","keywords":"Medicine; Amyloidosis; Family medicine; Dermatology; Medical education; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.00486614,0.000767023,0.0004980134,0.0009988758,0.005395962,0.003271308,0.0004742592,0.002027727,0.02863619],"category_scores_gemma":[0.01155172,0.0001777468,0.0004684754,0.0003664213,0.001311632,0.001509225,0.002854993,0.002161353,0.00781982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00233925,"about_ca_system_score_gemma":0.001335362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003418536,"about_ca_topic_score_gemma":0.01256161,"domain_scores_codex":[0.9960897,0.002608103,0.0001011013,0.0001457516,0.0004243941,0.0006310573],"domain_scores_gemma":[0.9894056,0.004280891,0.0006491461,0.0001575456,0.002293663,0.003213058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0004688425,0.001154185,0.01755912,0.0007373791,0.000031795,0.002742807,0.05555099,0.0002520922,0.00224362,0.002770185,0.8091497,0.1073392],"study_design_scores_gemma":[0.0001130005,0.001047772,0.01964505,0.0005954448,0.00002695893,0.0009296876,0.1068765,0.0006176204,0.0005684253,0.001693982,0.8677953,0.00009035163],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6151168,0.004360026,0.005534601,0.1642302,0.01359905,0.001948968,0.003866113,0.001493457,0.1898508],"genre_scores_gemma":[0.8155111,0.002876355,0.009678283,0.05583278,0.004309036,0.002069647,0.002146677,0.000543932,0.1070323],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02863619,"threshold_uncertainty_score":0.0957976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02023707103302257,"score_gpt":0.3056278046039898,"score_spread":0.2853907335709672,"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."}}