{"id":"W3045996865","doi":"","title":"Clinical and Histopathological Discrepancy of Sebaceous Cell Carcinoma: a 12-year review","year":2019,"lang":"en","type":"review","venue":"Investigative Ophthalmology & Visual Science","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Sebaceous carcinoma; Medicine; Carcinoma; Dermatology; 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":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.002208296,0.0006632893,0.004848583,0.0002496269,0.0001665166,0.00001298772,0.0006259233,0.0004535617,0.0001383652],"category_scores_gemma":[0.002077281,0.0004586918,0.0005536948,0.0009497852,0.01558893,0.0001151468,0.001008457,0.001057023,0.0001198879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000227908,"about_ca_system_score_gemma":0.002242407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002696884,"about_ca_topic_score_gemma":5.346326e-7,"domain_scores_codex":[0.994632,0.0007841131,0.001566412,0.001706083,0.0006461268,0.000665252],"domain_scores_gemma":[0.9964732,0.0007734302,0.00116086,0.0008066041,0.0002851682,0.0005007645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001534511,0.001620119,0.4740786,0.3198829,0.0003539297,0.007171888,0.0006525359,5.828456e-8,0.0003552016,0.0004601987,0.002369135,0.192902],"study_design_scores_gemma":[0.003589522,0.02000151,0.273268,0.1822967,0.01150995,0.02796278,0.0002166328,0.000007662672,0.0003675419,0.001236928,0.4761422,0.003400468],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07699851,0.9144251,2.577756e-7,0.0001191155,0.000476923,0.001853464,0.00003816003,0.0000205162,0.00606801],"genre_scores_gemma":[0.01847761,0.9782418,0.001805632,0.0002263415,0.0001522809,0.0001361382,0.00001782289,0.00004440467,0.0008979439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.4737731,"threshold_uncertainty_score":0.9997865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1559588506890704,"score_gpt":0.445420937067383,"score_spread":0.2894620863783126,"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."}}