{"id":"W4283578892","doi":"10.1016/j.ad.2022.01.044","title":"Cell Blocks from Ultrasound Guided Fine Needle Aspirates: Diagnostic Yield in a Series of 51 Dermatologic Lesions","year":2022,"lang":"en","type":"review","venue":"Actas Dermo-Sifiliográficas","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Histopathology; Pathology; Concordance; Dermatopathology; Skin tumours; Ultrasound; Dermatology; Skin lesion; Fine-needle aspiration; Biopsy; Radiology; Internal medicine","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003133812,0.0009528588,0.003798436,0.001188791,0.0002256569,0.00005236436,0.0007141799,0.0007266808,0.009320988],"category_scores_gemma":[0.003102595,0.0008119842,0.00120426,0.002393227,0.000286626,0.0001638374,0.0003689432,0.001562316,0.00009868912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002816485,"about_ca_system_score_gemma":0.00101655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00149728,"about_ca_topic_score_gemma":0.0003511765,"domain_scores_codex":[0.9950007,0.0003559632,0.002096072,0.001076613,0.0006827847,0.0007878342],"domain_scores_gemma":[0.9884509,0.008727567,0.0007718555,0.001595295,0.0001019625,0.000352376],"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":[0.0004089581,0.006347487,0.007494028,0.04494223,0.002320289,0.01543233,0.003076375,0.00005703171,0.0007074638,0.0002726913,0.5735,0.3454411],"study_design_scores_gemma":[0.001031444,0.0003617831,0.0004477021,0.008153701,0.00274337,0.002551757,0.0005419023,0.000004576662,0.0002311592,0.0001837457,0.9829392,0.0008095922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004609672,0.9861702,0.00001459785,0.0002881846,0.0005353986,0.002069223,0.001187034,0.0001410502,0.004984597],"genre_scores_gemma":[0.01822492,0.9771248,0.0003545309,0.0003651508,0.0002168669,0.0007775196,0.002011698,0.0001525995,0.0007719558],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4094393,"threshold_uncertainty_score":0.9994331,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1100962414254575,"score_gpt":0.3374458363487484,"score_spread":0.2273495949232909,"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."}}