{"id":"W3016996939","doi":"10.1684/ejd.2020.3726","title":"The dermoscopic pattern of blue nevi involving the nail apparatus","year":2020,"lang":"en","type":"article","venue":"European Journal of Dermatology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cytodiagnostics (Canada)","funders":"","keywords":"Medicine; Dermatology; Nail (fastener); Blue nevus; Nevus; Melanoma","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":[0.0002111253,0.0000860582,0.000230882,0.00003908418,0.0001048512,0.00001999753,0.0002317235,0.00001526348,0.00004254118],"category_scores_gemma":[0.000149017,0.00004557774,0.0001070982,0.0001076535,0.0001088777,0.00002512278,0.00007968491,0.0003003825,0.0000610059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001077815,"about_ca_system_score_gemma":0.00003629596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001455611,"about_ca_topic_score_gemma":0.00000299079,"domain_scores_codex":[0.9986989,0.0004175935,0.0004987761,0.00007586119,0.0001650331,0.0001437981],"domain_scores_gemma":[0.9991485,0.0001203339,0.000365059,0.0001679348,0.00009566899,0.0001025133],"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":[0.002185897,0.0004506081,0.03842945,0.001131144,0.002912358,0.05122358,0.02820627,0.0002633843,0.04015734,0.001918943,0.303751,0.52937],"study_design_scores_gemma":[0.003120204,0.001104294,0.01486079,0.0001932977,0.0003678154,0.05045894,0.005242058,0.0009418931,0.007402336,0.00003022258,0.9161095,0.000168655],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9116854,0.004201827,0.005465031,0.06884809,0.0008899044,0.0002451299,8.41758e-7,0.00002640028,0.00863738],"genre_scores_gemma":[0.9954264,0.000397519,0.00006007552,0.003772178,0.000202211,4.168702e-7,3.252908e-7,0.00001582498,0.0001250685],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6123585,"threshold_uncertainty_score":0.1858606,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02125222579527241,"score_gpt":0.235878121359434,"score_spread":0.2146258955641616,"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."}}