{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03509887,0.0003425414,0.0005193127,0.003433674,0.0007234925,0.00117548,0.001475855,0.0007081135,0.0006576562],"category_scores_gemma":[0.1161902,0.0004053019,0.0002847359,0.001008248,0.001908427,0.001691358,0.002725668,0.0006536959,0.000476403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005767514,"about_ca_system_score_gemma":0.0006459124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001104378,"about_ca_topic_score_gemma":0.002075226,"domain_scores_codex":[0.9705915,0.01414408,0.00420372,0.002681598,0.007704,0.0006750186],"domain_scores_gemma":[0.887123,0.06780424,0.01561633,0.008262534,0.01936282,0.001831045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000443126,0.00005157727,0.8708519,0.0004619753,0.0002840629,0.001140906,0.003823237,0.0009809311,0.005755965,0.001324777,0.001555702,0.1133258],"study_design_scores_gemma":[0.0001083407,0.0005973145,0.9136168,0.0008629873,0.0003595333,0.02905213,0.007760451,0.01722777,0.01327996,0.008302264,0.008660225,0.0001721589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9526682,0.004718915,0.03458236,0.0006228786,0.0001534595,0.000165763,0.0001685632,0.0001926778,0.006727121],"genre_scores_gemma":[0.9870839,0.0003687289,0.01211062,0.00008355313,0.00006157227,0.00003429164,0.000102145,0.00001815855,0.0001370744],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03509887,"threshold_uncertainty_score":0.1856228,"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."}}