{"id":"W3165368314","doi":"10.1016/j.path.2021.01.007","title":"Dysplastic Nevi","year":2021,"lang":"en","type":"review","venue":"Surgical pathology clinics","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Dysplastic nevus; Melanoma; Dermatology; Lesion; Nevus; Pathology","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":[0.0001853581,0.0005505725,0.0005558329,0.002352886,0.0001935554,0.000711089,0.0003371405,0.0004536302,0.006113494],"category_scores_gemma":[0.0005929125,0.0001783708,0.0002767019,0.00133505,0.0002874399,0.0006409358,0.0004384105,0.0006437218,0.001265923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002558276,"about_ca_system_score_gemma":0.0004664924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001120897,"about_ca_topic_score_gemma":0.003843104,"domain_scores_codex":[0.9998565,0.00002164061,0.00002372225,0.0000329739,0.00004666293,0.00001856821],"domain_scores_gemma":[0.9997999,0.0000892352,0.0000612338,0.000007771962,0.00002646811,0.00001534193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004044813,0.0000276966,0.001083036,0.01106402,0.00006121071,0.00117993,0.00005279386,0.0001268104,0.001785702,0.0008910409,0.01537996,0.9683073],"study_design_scores_gemma":[0.00002874005,0.00007373381,0.00795792,0.01350675,0.0004829823,0.03398881,0.0001768231,0.0001201082,0.001174768,0.001101355,0.9413638,0.00002424137],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000843174,0.9939151,0.0001510113,0.0001424022,0.0001843039,0.000008683391,0.00004092063,0.00001253125,0.00470187],"genre_scores_gemma":[0.01094346,0.9840279,0.0004502417,0.0005437487,0.0002474749,0.000009384335,0.0001216839,0.00000537005,0.00365081],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.006113494,"threshold_uncertainty_score":0.02045166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0680119299754553,"score_gpt":0.3941549153099398,"score_spread":0.3261429853344845,"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."}}