{"id":"W1966836108","doi":"10.1046/j.1365-2559.2002.01523.x","title":"Pagetoid variant of actinic keratosis with or without squamous cell carcinoma of sun‐exposed skin: a lesion simulating extramammary Paget's disease","year":2002,"lang":"en","type":"article","venue":"Histopathology","topic":"Cancer and Skin Lesions","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Pagetoid; Actinic keratosis; Pathology; Cytokeratin; Extramammary Paget's disease; Bowen's disease; Medicine; Carcinoma in situ; Dermatology; Carcinoma; Immunohistochemistry; Basal cell; Disease","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":[0.0001762335,0.0002456469,0.0007213156,0.0002056032,0.0001047422,0.000004336061,0.0001246361,0.0001388104,0.0007670993],"category_scores_gemma":[0.0001566166,0.0001842681,0.0001564606,0.000271808,0.00026145,0.00006002278,0.00005707757,0.0002586173,0.000009470166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001047493,"about_ca_system_score_gemma":0.0002015988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009272992,"about_ca_topic_score_gemma":0.00004886268,"domain_scores_codex":[0.9982233,0.0001629623,0.0005570811,0.0004369241,0.0002873582,0.0003323971],"domain_scores_gemma":[0.9984021,0.000248375,0.000324222,0.0006440298,0.0001422044,0.0002390442],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01166641,0.004021745,0.6406069,0.002674822,0.00002459887,0.01411852,0.0115584,0.0003907316,0.3038671,0.0001192697,0.00205815,0.008893339],"study_design_scores_gemma":[0.02065697,0.00872882,0.927152,0.0005790176,0.001593988,0.002885014,0.00119793,0.01288972,0.02027283,0.00005074262,0.002973392,0.001019553],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941772,0.001441714,0.0007236784,0.0001766377,0.0001446761,0.0004740522,0.00003156718,0.00004363972,0.002786799],"genre_scores_gemma":[0.9956628,0.00004896429,0.002038497,0.0002073718,0.0001036348,0.00002985254,0.00001977958,0.00005191211,0.001837167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2865452,"threshold_uncertainty_score":0.83992,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03711822060087774,"score_gpt":0.2601159117885161,"score_spread":0.2229976911876384,"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."}}