{"id":"W4221020846","doi":"10.3390/biology11030460","title":"Conventional and Atypical Deep Penetrating Nevus, Deep Penetrating Nevus-like Melanoma, and Related Variants","year":2022,"lang":"en","type":"review","venue":"Biology","topic":"Cutaneous Melanoma Detection and Management","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Island Health","funders":"University of Texas MD Anderson Cancer Center; National Cancer Institute; Melanoma Research Alliance","keywords":"Biology; Melanoma; Reticular Dermis; Nevus; Pathology; Lesion; Nuclear atypia; Dermis; Dermatology; Anatomy; Medicine; Immunohistochemistry; Cancer research","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004254665,0.0004014604,0.001179166,0.0002493683,0.0002823792,0.0000383249,0.000117524,0.000468459,0.003281715],"category_scores_gemma":[0.0001974252,0.0003477736,0.0002145706,0.0002033382,0.0001489265,0.00003124577,0.0002859268,0.0006982504,0.00004341346],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001198565,"about_ca_system_score_gemma":0.0001263385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002788349,"about_ca_topic_score_gemma":0.00004634844,"domain_scores_codex":[0.9975586,0.0003941921,0.0007736431,0.0007486546,0.0001490774,0.0003758509],"domain_scores_gemma":[0.9987596,0.0003706182,0.0003705923,0.0002737142,0.00003030929,0.0001952119],"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":[0.0001038376,0.00007881788,0.0004173028,0.002792922,0.0006229871,0.0004542779,0.0000709591,2.432214e-7,0.00002875188,0.003744174,0.0002171724,0.9914685],"study_design_scores_gemma":[0.0008513621,0.0006874924,0.001328076,0.0005432168,0.0009217571,0.008689954,0.0001023515,0.0001911954,1.739446e-7,0.0001456694,0.9861922,0.0003465246],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000865249,0.9911703,0.0001542169,0.00009652254,0.001188018,0.001083063,0.00002015368,0.0001071943,0.005315244],"genre_scores_gemma":[0.002850836,0.9928648,0.0009353308,0.0002501529,0.0003079847,0.0001381604,0.0006587279,0.00006117276,0.001932841],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.991122,"threshold_uncertainty_score":0.9998974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03769619077276518,"score_gpt":0.3071111853587455,"score_spread":0.2694149945859803,"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."}}