{"id":"W2134930578","doi":"10.1177/1203475415575234","title":"Dysplastic Nevus","year":2015,"lang":"en","type":"review","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lynde Centre for Dermatology; Toronto Western Hospital","funders":"","keywords":"Medicine; Dysplastic nevus; Dermatology; Atypia; Nevus; Lentigo maligna; Terminology; Pathology; Melanoma","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0003924578,0.0003443757,0.0005710166,0.001797636,0.000339209,0.0005893891,0.0003868845,0.0005007307,0.002737056],"category_scores_gemma":[0.0009889925,0.0001022168,0.0002505859,0.0009942501,0.0005192794,0.0003666801,0.0002639631,0.0005749752,0.0006028676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005954987,"about_ca_system_score_gemma":0.001128616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009023068,"about_ca_topic_score_gemma":0.01736875,"domain_scores_codex":[0.9996963,0.00004537973,0.00003951434,0.00005618348,0.0001315146,0.00003103258],"domain_scores_gemma":[0.9995379,0.0001928849,0.0001362867,0.00001067445,0.00008952281,0.00003266753],"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":[0.00007830553,0.00004754946,0.004308207,0.02498743,0.0001596918,0.003459486,0.0001889001,0.0001579569,0.002666005,0.002742397,0.02600035,0.9352037],"study_design_scores_gemma":[0.00003421239,0.0001090476,0.02126445,0.01975438,0.0004041241,0.09665886,0.0004636073,0.0001086356,0.001621247,0.001869981,0.8576766,0.0000348841],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0008866419,0.9953964,0.00007409626,0.0002597752,0.00009729678,0.000008245283,0.00003156791,0.000006161461,0.00323989],"genre_scores_gemma":[0.03397997,0.9623769,0.0004124547,0.0007607014,0.0001923624,0.0000112267,0.0001060534,0.000003003055,0.00215729],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.009023068,"threshold_uncertainty_score":0.01794112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0886210104443565,"score_gpt":0.3426391653878708,"score_spread":0.2540181549435143,"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."}}