{"id":"W2077224066","doi":"10.1097/pas.0b013e3181573aaf","title":"Atypical Cellular Blue Nevi (Cellular Blue Nevi With Atypical Features): Lack of Consensus for Diagnosis and Distinction From Cellular Blue Nevi and Malignant Melanoma (“Malignant Blue Nevus”)","year":2008,"lang":"en","type":"article","venue":"The American Journal of Surgical Pathology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":136,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Blue nevus; Melanoma; Medicine; Nevus; Melanocytic nevus; Dermatology; Superficial spreading melanoma; Pathology; Lesion; Dysplastic nevus","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"],"consensus_categories":[],"category_scores_codex":[0.0007442182,0.0005155903,0.001766319,0.0002397948,0.0002984528,0.0000326215,0.0002490455,0.0002240871,0.0001507479],"category_scores_gemma":[0.0001830911,0.0003263094,0.0003806088,0.0003535744,0.002288073,0.00005906112,0.000165766,0.0007570791,0.00001134974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009181129,"about_ca_system_score_gemma":0.0001219149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001241576,"about_ca_topic_score_gemma":0.00002162743,"domain_scores_codex":[0.996329,0.0006990499,0.001164866,0.0006439235,0.0005358447,0.0006272821],"domain_scores_gemma":[0.996296,0.001168013,0.001127785,0.000550947,0.0003023489,0.0005548735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.2124813,0.00672468,0.1325293,0.001173368,0.006337429,0.2088393,0.01295897,0.001702501,0.267675,0.003920652,0.01058983,0.1350676],"study_design_scores_gemma":[0.04631795,0.07316525,0.1963515,0.002245919,0.01046345,0.2506792,0.01695738,0.003240146,0.1429957,0.001077579,0.2527038,0.003802133],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9868279,0.003084934,0.004532702,0.004243082,0.0003325508,0.0008187418,0.00006217183,0.00003921081,0.00005868619],"genre_scores_gemma":[0.9939772,0.002919198,0.001505277,0.0005599293,0.000619612,0.00003562478,0.00002734382,0.00007104942,0.0002847549],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2421139,"threshold_uncertainty_score":0.9999189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02430875060317074,"score_gpt":0.2521596784838797,"score_spread":0.227850927880709,"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."}}