{"id":"W2751698948","doi":"10.1002/lary.26846","title":"Clinical characteristics of laryngeal versus nonlaryngeal amyloidosis","year":2017,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Amyloidosis; Medicine; Malignancy; Larynx; Biopsy; AL amyloidosis; Gastroenterology; Internal medicine; Surgery; Immunoglobulin light chain; Antibody; 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":[0.0005895139,0.0003091425,0.0005235145,0.00003229121,0.0004509212,0.00008233934,0.001228338,0.0002720645,0.00009569927],"category_scores_gemma":[0.0006245405,0.0002279487,0.0003584124,0.00004730891,0.0006088579,0.00001652453,0.000699685,0.0002293289,0.000116166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002013851,"about_ca_system_score_gemma":0.0001167909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001490611,"about_ca_topic_score_gemma":0.0001206266,"domain_scores_codex":[0.9980583,0.0001890933,0.0005795865,0.0004944252,0.0002563225,0.0004222764],"domain_scores_gemma":[0.9970719,0.0001497291,0.0005997736,0.001910347,0.0001187474,0.0001494527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001501837,0.0006664858,0.9402049,0.00005234558,0.001011956,0.00002931555,0.0000877714,0.000001440777,0.01774851,0.0003491652,0.01089279,0.02745349],"study_design_scores_gemma":[0.003269362,0.00114856,0.9173022,0.00004331786,0.0003170015,0.000007512609,0.00004844807,0.00001979779,0.03466108,0.0000304551,0.04278763,0.0003646372],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9912739,0.0006307976,0.0000479547,0.001549189,0.001169623,0.00035111,0.0001466605,0.00002386605,0.0048069],"genre_scores_gemma":[0.9946399,0.002388665,0.0004768228,0.0005380207,0.0007794615,0.00005487534,0.0001317557,0.00005362898,0.000936906],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03189483,"threshold_uncertainty_score":0.929548,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03784204991102841,"score_gpt":0.3494676184002508,"score_spread":0.3116255684892224,"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."}}