{"id":"W2024077791","doi":"10.1016/j.oraloncology.2005.09.010","title":"Head and neck amyloidosis: A clinicopathologic study of 15 cases","year":2006,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":109,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Amyloidosis; Medicine; Plasma cell dyscrasia; Amyloid (mycology); Pathology; Macroglossia; Histopathology; Larynx; AL amyloidosis; Dyscrasia; Tongue; Amyloid disease; Plasma cell; Disease; Amyloid fibril; Surgery; Immunoglobulin light chain; Immunology","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":[],"consensus_categories":[],"category_scores_codex":[0.000191407,0.0002232884,0.0004860745,0.00006604095,0.00007004373,0.0000103242,0.0001536883,0.0002536858,0.00003480042],"category_scores_gemma":[0.000123623,0.0001898227,0.00009399782,0.0001021421,0.0001757751,0.000004933672,0.0001897836,0.00009143553,0.0000146892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003619294,"about_ca_system_score_gemma":0.00007576427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006723888,"about_ca_topic_score_gemma":0.002994012,"domain_scores_codex":[0.9984663,0.0002334867,0.0004330694,0.000478683,0.00009805667,0.0002904028],"domain_scores_gemma":[0.9991827,0.00009367427,0.0002311593,0.0003536554,0.00006859332,0.00007023389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002685143,0.003076788,0.9711849,0.00001253462,0.00008715093,0.0001918373,0.00007164009,0.0000202903,0.01613106,0.00004887144,0.00324429,0.005662115],"study_design_scores_gemma":[0.006422469,0.02173605,0.9310293,0.00001469708,0.0002566462,0.0002292783,0.0009342377,0.000005736096,0.01505245,0.0001244559,0.02382424,0.0003704666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965566,0.00163977,0.000007787421,0.0002867799,0.0001478884,0.0004355361,0.00002336048,0.00002206254,0.0008802427],"genre_scores_gemma":[0.9977587,0.0002763831,0.0008609644,0.0004218953,0.0001254791,0.0001317985,0.00004616277,0.00002285786,0.0003557455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04015564,"threshold_uncertainty_score":0.7740747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03178934450687915,"score_gpt":0.3553035749272536,"score_spread":0.3235142304203745,"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."}}