{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001857985,0.0004849549,0.0007177883,0.002210606,0.0002133366,0.0005772075,0.0004345284,0.0004895033,0.002088712],"category_scores_gemma":[0.0005427211,0.000152254,0.0002943433,0.001629089,0.0002840407,0.0007835951,0.0003184628,0.0007292357,0.0007364135],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002590288,"about_ca_system_score_gemma":0.0006449856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008223852,"about_ca_topic_score_gemma":0.001618178,"domain_scores_codex":[0.9998947,0.00001093537,0.00002112936,0.00002388509,0.00003890154,0.00001050028],"domain_scores_gemma":[0.9998127,0.00008540944,0.00003644136,0.000005082471,0.00004251716,0.00001788527],"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":[0.00005127475,0.00004427691,0.001002565,0.01639477,0.00006846979,0.00147916,0.0000876483,0.0002570191,0.002662927,0.001331023,0.01579927,0.9608216],"study_design_scores_gemma":[0.00001442865,0.0001079617,0.005951812,0.007021363,0.0002403335,0.03404614,0.0001812109,0.0001607582,0.0007807004,0.002058679,0.9494064,0.00003021236],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000588597,0.9971508,0.0001419021,0.0001808419,0.0001382214,0.000005133623,0.00002653289,0.000008947684,0.001758936],"genre_scores_gemma":[0.002633968,0.9961808,0.0002639031,0.0001520423,0.0001574162,0.000004477538,0.00007025529,0.000001486,0.0005356865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002210606,"threshold_uncertainty_score":0.006987512,"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."}}