{"id":"W2990772450","doi":"10.1016/s1470-2045(19)30673-4","title":"Sebaceous carcinoma: evidence-based clinical practice guidelines","year":2019,"lang":"en","type":"review","venue":"The Lancet Oncology","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":205,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"National Cancer Institute","keywords":"Medicine; Radiation therapy; Sebaceous carcinoma; Carcinoma; Biopsy; Lymph node; Eyelid; Physical examination; Dermatology; Medical diagnosis; Surgery; Radiology; Pathology","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":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005302405,0.0005986126,0.006473487,0.000113768,0.0001409294,0.00002343528,0.0008381376,0.0008161619,0.0001551798],"category_scores_gemma":[0.01937632,0.0003330517,0.0009473999,0.0003686587,0.0004537996,0.00008209243,0.0003955704,0.001830019,0.001524953],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008054783,"about_ca_system_score_gemma":0.005235213,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007624664,"about_ca_topic_score_gemma":0.00004368564,"domain_scores_codex":[0.9939605,0.002118108,0.001902759,0.0008370495,0.0004892702,0.0006923155],"domain_scores_gemma":[0.9773962,0.01809475,0.001482184,0.002024559,0.0008595945,0.0001426806],"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":[0.0004141555,0.0001229768,0.0003557253,0.01227051,0.0006062065,0.0005097493,0.0000248839,7.965536e-7,3.551277e-8,0.00007220689,0.2569198,0.7287029],"study_design_scores_gemma":[0.001580693,0.001437232,0.0002266487,0.01345196,0.007781433,0.001540834,0.00004059418,0.000008883146,1.65385e-7,0.000009430462,0.9736102,0.0003119686],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000006255538,0.9379038,0.00003178184,0.03797335,0.003444331,0.002192619,0.00003069261,0.00009096863,0.01832616],"genre_scores_gemma":[0.00001026808,0.9588208,0.007795892,0.01940517,0.01140751,0.0003543092,0.00003847765,0.00009983888,0.002067755],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7283909,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6629900588417426,"score_gpt":0.6042140844306624,"score_spread":0.05877597441108018,"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."}}