{"id":"W4408998582","doi":"10.25110/arqsaude.v28i3.2024-11738","title":"DIAGNÓSTICO DE AMILOIDOSE COM BIÓPSIA ORAL EM PACIENTE COM MIELOMA MÚLTIPLO: UM RELATO DE CASO","year":2025,"lang":"pt","type":"article","venue":"Arquivos de Ciências da Saúde da UNIPAR","topic":"Oral and gingival health research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Art","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.006064134,0.001223316,0.001792933,0.001208811,0.003937242,0.0003454257,0.001989202,0.001992308,0.001137881],"category_scores_gemma":[0.003328774,0.001240121,0.0005502393,0.003376346,0.0007594888,0.00047001,0.001832197,0.006229006,0.002418394],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003352476,"about_ca_system_score_gemma":0.0077682,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005903361,"about_ca_topic_score_gemma":0.003236298,"domain_scores_codex":[0.9829019,0.005438583,0.002301313,0.001685737,0.001343448,0.006329031],"domain_scores_gemma":[0.9886428,0.004821539,0.0006734096,0.002305437,0.0006889275,0.002867937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001690237,0.001641168,0.6495325,0.004820783,0.0004664827,0.00154651,0.01456718,0.0001508535,0.0007188412,0.02301555,0.289889,0.01196089],"study_design_scores_gemma":[0.009492919,0.001568644,0.4339901,0.007683992,0.0008633631,0.0001422336,0.01373918,0.03654834,0.0007251048,0.0124928,0.4803208,0.002432628],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9381213,0.006865439,0.003187259,0.03604493,0.003434923,0.004042177,0.00127302,0.0006845647,0.006346366],"genre_scores_gemma":[0.9299061,0.001835674,0.001146982,0.01861598,0.0005021908,0.000422456,0.0003038993,0.0002424585,0.04702425],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2155424,"threshold_uncertainty_score":0.9997752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0885923579126405,"score_gpt":0.4305704171461062,"score_spread":0.3419780592334657,"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."}}