{"id":"W3000445735","doi":"10.1159/000504984","title":"Muir-Torre Syndrome Associated Periocular Sebaceous Neoplasms: Screening Patterns in the Literature and in Clinical Practice","year":2020,"lang":"en","type":"review","venue":"Ocular Oncology and Pathology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact","funders":"","keywords":"Medicine; Sebaceous carcinoma; Malignancy; Dermatology; Internal medicine; Pathology; Carcinoma","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"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.002535319,0.0004927416,0.003236984,0.0002187739,0.0001077667,0.00003409681,0.000203263,0.00175719,0.0000138775],"category_scores_gemma":[0.002491576,0.0003470962,0.0002708227,0.0004815398,0.000369625,0.00007732466,0.0002748212,0.003120355,0.000009528626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000150519,"about_ca_system_score_gemma":0.0003411581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002067429,"about_ca_topic_score_gemma":0.0002171361,"domain_scores_codex":[0.9934483,0.003977702,0.001026563,0.0008998324,0.0001908566,0.0004567513],"domain_scores_gemma":[0.9961573,0.002761933,0.000520646,0.000375551,0.00006337543,0.0001211693],"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":[0.0002053031,0.0003384824,0.04771392,0.003988402,0.0006183347,0.2446172,0.004269355,1.714181e-7,1.245181e-7,0.00002895202,0.0001964275,0.6980234],"study_design_scores_gemma":[0.001673348,0.001446841,0.0566932,0.006527364,0.001411252,0.06199383,0.0006480679,0.000004996328,1.850783e-8,0.00001383339,0.8692932,0.0002940527],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01518863,0.9802201,0.00001866436,0.002671517,0.0003363293,0.001178895,0.00005807531,0.00001842085,0.0003093443],"genre_scores_gemma":[0.004180562,0.9917959,0.000732458,0.002614428,0.0002005456,0.0002053372,0.0001760624,0.00004717341,0.00004754909],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8690968,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04900733402901403,"score_gpt":0.4077226918459408,"score_spread":0.3587153578169268,"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."}}