{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004892399,0.0001686857,0.0004691474,0.00003317589,0.0002371046,0.00001977996,0.001143422,0.00006456365,0.0000290407],"category_scores_gemma":[0.0002067329,0.00008615357,0.0004422809,0.00006544032,0.001961766,0.000006579293,0.0003499699,0.0002215565,0.000007051085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001667296,"about_ca_system_score_gemma":0.00007596622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000341567,"about_ca_topic_score_gemma":0.000008355057,"domain_scores_codex":[0.9985512,0.0003718781,0.0004241011,0.0001797583,0.000211834,0.0002611495],"domain_scores_gemma":[0.9972626,0.0001238082,0.001512362,0.0008889444,0.0001278396,0.00008447172],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00264078,0.0008878923,0.6265197,0.00001427119,0.001189864,0.001149069,0.0005101524,0.0001076871,0.2310761,0.0008516235,0.01226965,0.1227832],"study_design_scores_gemma":[0.002780351,0.002976087,0.8180859,0.00004097961,0.0002466734,0.005331607,0.0004224932,0.000003940794,0.1057056,0.000437498,0.06367054,0.000298282],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888182,0.0006008046,0.00004291863,0.009470825,0.0002989659,0.00008453918,0.00001422115,0.000002309922,0.0006672579],"genre_scores_gemma":[0.9971231,0.001435233,0.0002080582,0.0008248415,0.0002319012,0.000005105732,0.000001327515,0.00001809461,0.0001523309],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1915662,"threshold_uncertainty_score":0.7228208,"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."}}