{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007232309,0.000195869,0.0003847737,0.0009355088,0.0002840767,0.0007039557,0.0002711275,0.0006500147,0.00389518],"category_scores_gemma":[0.003600117,0.0001438073,0.0002682024,0.000685623,0.0004929319,0.0005594392,0.0003282355,0.0002919323,0.0006625506],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002594989,"about_ca_system_score_gemma":0.0002112219,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004515097,"about_ca_topic_score_gemma":0.0005044064,"domain_scores_codex":[0.9994184,0.0001055838,0.0001127186,0.0001310562,0.0001396831,0.00009270244],"domain_scores_gemma":[0.9963474,0.0008073819,0.001872001,0.0001115597,0.0002680577,0.0005936173],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001421602,0.00002265903,0.9976718,0.00001188562,0.00001198239,0.0005121483,0.00003932319,0.00001802787,0.0004508293,0.00001155821,0.00006877867,0.001038805],"study_design_scores_gemma":[0.00001213725,0.0001989693,0.9934202,0.00001195154,0.00001250073,0.005817061,0.0001623251,0.00008458444,0.0001141053,0.00002790978,0.000133946,0.00000428136],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987189,0.0004302536,0.0000703175,0.0000394412,0.000007096359,0.00001313264,0.0001625038,0.000003852168,0.0005544937],"genre_scores_gemma":[0.999621,0.00005900643,0.00004874421,0.00002161966,0.00001655,0.00001009368,0.0001578719,0.000001560414,0.00006350287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00389518,"threshold_uncertainty_score":0.01303071,"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."}}