{"id":"W4387530865","doi":"10.1111/cup.14542","title":"The utility of SOX10 in mixed type desmoplastic melanoma with lymph node metastasis of the spindle cell component: A cautionary tale of inattentional blindness","year":2023,"lang":"en","type":"article","venue":"Journal of Cutaneous Pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Saskatchewan Health Authority; Saskatchewan Health; University of Calgary","funders":"","keywords":"Sentinel lymph node; Medicine; Pathology; Melanoma; Epithelioid sarcoma; Metastasis; Context (archaeology); Lymph node; Biopsy; Immunohistochemistry; Cancer; Biology; Cancer research; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005699163,0.0001241107,0.0004861127,0.0002774094,0.00006673503,0.000003564955,0.0002000281,0.00008129945,0.00008634292],"category_scores_gemma":[0.0001674024,0.00007180226,0.0001747671,0.0005607322,0.0003562766,0.0000235918,0.00009334131,0.0002284458,0.000004523005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000535733,"about_ca_system_score_gemma":0.0002266359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002284492,"about_ca_topic_score_gemma":0.00006956491,"domain_scores_codex":[0.9982485,0.0002350527,0.0007545006,0.0001291105,0.0004434861,0.0001893882],"domain_scores_gemma":[0.9982367,0.0003257667,0.0007612497,0.0002633428,0.0003604644,0.00005246313],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02876651,0.006972547,0.5100795,0.00264997,0.001943577,0.02598681,0.002864661,0.008753517,0.3988419,0.001333537,0.002235085,0.009572431],"study_design_scores_gemma":[0.00514748,0.003514785,0.8822578,0.000455112,0.000928722,0.07375459,0.002761068,0.003447926,0.02530797,0.0008351894,0.00137218,0.0002171886],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978388,0.000227217,0.0001595484,0.0004777807,0.0005256116,0.0002150459,0.00002460319,0.000006612942,0.0005248038],"genre_scores_gemma":[0.9992164,0.00009201174,0.0002388851,0.00003308428,0.00002793361,0.000002766053,0.000004897654,0.00001277567,0.0003712171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3735339,"threshold_uncertainty_score":0.2928011,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630221870383824,"score_gpt":0.2486037721567162,"score_spread":0.232301553452878,"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."}}