{"id":"W7120256434","doi":"10.1097/dss.0000000000005005","title":"Digital Papillary Carcinoma: A Literature Review of Epidemiology, Management Strategies, and Patient Outcomes","year":2025,"lang":"en","type":"article","venue":"Dermatologic Surgery","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of British Columbia","funders":"","keywords":"Amputation; MEDLINE; Resection; Patient data; Large sample","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":[0.0002013249,0.0001418264,0.0008138363,0.0001520958,0.00003572677,0.000009651501,0.00004153448,0.00008501297,0.00002366621],"category_scores_gemma":[0.000424806,0.00009539044,0.0001952603,0.0002767405,0.0001060962,0.00008875754,0.00008438855,0.0001176295,0.000001998211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002104195,"about_ca_system_score_gemma":0.00008327481,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000374777,"about_ca_topic_score_gemma":3.656255e-7,"domain_scores_codex":[0.9988705,0.00008692229,0.0005437927,0.0002200753,0.00008521713,0.0001934834],"domain_scores_gemma":[0.9985849,0.0008847883,0.0001122856,0.0002924442,0.00006128824,0.00006430794],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002971529,0.00008042956,0.82423,0.01235502,0.0001231505,0.0008603618,0.00003321736,1.479671e-7,9.797169e-7,0.003653937,0.1224102,0.03622292],"study_design_scores_gemma":[0.0004211402,0.00003556635,0.8178429,0.01951215,0.0002065327,0.001147831,0.0005246858,0.000007741007,0.00002420299,0.001879533,0.1581975,0.0002002446],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2242172,0.7233193,0.00006925059,0.01573444,0.0003742369,0.0005926258,0.00004589503,0.00006714125,0.03557988],"genre_scores_gemma":[0.8895379,0.09336775,0.0001377321,0.01661193,0.000006096308,0.00004158748,0.0001072979,0.000005129849,0.000184588],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6653207,"threshold_uncertainty_score":0.3889909,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02406529634940152,"score_gpt":0.2999361734836262,"score_spread":0.2758708771342247,"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."}}