{"id":"W2026241993","doi":"10.1111/j.1365-2559.2005.02145.x","title":"Ampullary carcinoid with amyloid stroma","year":2005,"lang":"en","type":"letter","venue":"Histopathology","topic":"Amyloidosis: Diagnosis, Treatment, Outcomes","field":"Biochemistry, Genetics and Molecular Biology","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"","keywords":"Stroma; Medicine; Pathology; Amyloid (mycology); General surgery; Immunohistochemistry","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":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0001144002,0.0008248,0.0008108559,0.0002083808,0.0001571744,0.00002778243,0.0006287596,0.001801433,0.0002097471],"category_scores_gemma":[0.00004770034,0.0007363539,0.0003167765,0.000107529,0.0004620864,0.00000529523,0.0002454675,0.001044219,0.000248823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002203093,"about_ca_system_score_gemma":0.0002668958,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005260585,"about_ca_topic_score_gemma":0.0001315216,"domain_scores_codex":[0.996694,0.0002633348,0.0004550679,0.001374856,0.0003136528,0.0008990431],"domain_scores_gemma":[0.9978632,0.0000403872,0.0003841947,0.001467659,0.0001225028,0.0001220406],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008150837,0.0001015114,0.02307606,0.00006623343,0.00006866357,0.00269397,0.00004903971,0.000009172264,0.01089951,0.000009558657,0.9623542,0.0005905577],"study_design_scores_gemma":[0.0009495454,0.0009811447,0.01970945,0.00002645935,0.0002636801,0.001268962,0.00001486101,7.028956e-7,0.002871596,0.000009106243,0.9731276,0.0007768771],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.4150435,0.02707148,0.0006103287,0.5331752,0.002802742,0.002124895,0.0009893051,0.000392378,0.01779023],"genre_scores_gemma":[0.07654756,0.001674201,0.004803189,0.853428,0.01123054,0.0007547977,0.007298768,0.0005290417,0.04373388],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.3384959,"threshold_uncertainty_score":0.9995087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00879324734556592,"score_gpt":0.2240323062194367,"score_spread":0.2152390588738708,"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."}}