{"id":"W2613011751","doi":"10.1097/pas.0000000000000861","title":"AL Amyloidoma of the Skin/Subcutis","year":2017,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University","funders":"","keywords":"Medicine; Pathology; AL amyloidosis; Amyloidosis; Amyloid (mycology); Trichoepithelioma; Nodule (geology); Lesion; Immunoglobulin light chain; Basal cell carcinoma; Antibody; Biology; Basal cell","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":[0.0002700339,0.0003933845,0.0003179144,0.000619016,0.0004517165,0.0006533113,0.0002009783,0.0002689012,0.001105308],"category_scores_gemma":[0.001350905,0.0002355512,0.0002073071,0.0004613987,0.0004617242,0.0003217566,0.000286996,0.0002492758,0.0004465235],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002059461,"about_ca_system_score_gemma":0.0002328664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007609341,"about_ca_topic_score_gemma":0.0006385348,"domain_scores_codex":[0.9997345,0.00005162038,0.00003352359,0.00007465731,0.00003945168,0.00006635176],"domain_scores_gemma":[0.9992067,0.0002234854,0.0002556498,0.0001241003,0.00006287665,0.0001272147],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"case_report","study_design_scores_codex":[0.0005106015,0.000193162,0.7189647,0.0002066348,0.0001092564,0.1707203,0.0009503505,0.0003356097,0.0694495,0.0003308794,0.0005012898,0.03772771],"study_design_scores_gemma":[0.00006295451,0.0004738296,0.3417401,0.00005695607,0.00006648529,0.6462125,0.0004732419,0.0009841644,0.007547995,0.0002902751,0.00207371,0.00001789169],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997139,0.0008674399,0.0003740567,0.00001712458,0.000006583658,0.00001075132,0.00002953688,0.00002307772,0.001532509],"genre_scores_gemma":[0.9995049,0.0001452293,0.0001664438,0.00002320737,0.00001533164,0.000003186659,0.00002413062,0.000002177287,0.0001153677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001105308,"threshold_uncertainty_score":0.003697634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01029299115898737,"score_gpt":0.2843224049146202,"score_spread":0.2740294137556329,"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."}}