{"id":"W4366984403","doi":"10.1177/12034754231170609","title":"Ki-67 Staining Pattern Does Not Differentiate Extragenital Seborrheic Keratoses From <i>Condylomata Acuminata</i>","year":2023,"lang":"en","type":"letter","venue":"Journal of Cutaneous Medicine and Surgery","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Vancouver General Hospital; University of British Columbia","funders":"","keywords":"Medicine; Actinic keratoses; Dermatology; Seborrheic keratosis; Staining; Pathology; Basal cell","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","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005428253,0.0006934138,0.002650943,0.0009644434,0.0001616012,0.00008397986,0.0002415412,0.0006656309,0.001219493],"category_scores_gemma":[0.0007253416,0.0004044257,0.0007676473,0.0002560974,0.0003091964,0.0001363161,0.0001084198,0.002909458,0.0000177374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001316817,"about_ca_system_score_gemma":0.0005694265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000371094,"about_ca_topic_score_gemma":0.00003573619,"domain_scores_codex":[0.9954456,0.0002003851,0.001756079,0.0005128192,0.001403129,0.000681959],"domain_scores_gemma":[0.9929413,0.00462713,0.001071493,0.0005214872,0.0004096957,0.0004288755],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003512582,0.00004188356,0.007995154,0.0005237614,0.000942956,0.1363183,0.0006448566,5.003171e-7,0.001087525,2.273925e-7,0.8369726,0.01512104],"study_design_scores_gemma":[0.005320142,0.002220915,0.01114417,0.02495765,0.008759118,0.1231049,0.002947256,0.0001754943,0.001142373,0.0006960296,0.8172578,0.002274215],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6474264,0.00577224,0.0001693529,0.3400275,0.005136339,0.0002817996,0.0009012416,0.00009579035,0.0001893395],"genre_scores_gemma":[0.6433336,0.0116,0.00004609725,0.3084213,0.03093824,0.00001203667,0.00113843,0.0002849533,0.004225339],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03160617,"threshold_uncertainty_score":0.9998407,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04101288031914891,"score_gpt":0.2827574561629019,"score_spread":0.241744575843753,"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."}}