{"id":"W3135309412","doi":"","title":"Basement membrane degeneration is common in lichenoid mucositis with dysplasia.","year":2021,"lang":"en","type":"article","venue":"PubMed","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Nova Scotia Health Authority; Dalhousie University; Canadian Centre for Applied Research in Cancer Control; Vancouver General Hospital; Simon Fraser University; Beatrice Hunter Cancer Research Institute; University of British Columbia","funders":"","keywords":"Mucositis; Medicine; Dysplasia; Epithelial dysplasia; Cancer; Pathology; Malignant transformation; Basement membrane; Basal cell; Degeneration (medical); Dermatology; Internal medicine; Chemotherapy","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":[0.0001793137,0.0001124927,0.0001749459,0.00004934344,0.00008329085,0.00002307298,0.00005038228,0.0000912816,0.0002064654],"category_scores_gemma":[0.00001070752,0.0001001859,0.00002637618,0.0001852185,0.00002269837,0.00008200189,0.00002889022,0.0001298953,0.0001117799],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001416958,"about_ca_system_score_gemma":0.0000430834,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002117376,"about_ca_topic_score_gemma":0.009135144,"domain_scores_codex":[0.9988937,0.0001434364,0.0002105932,0.0002740471,0.0001545323,0.0003236809],"domain_scores_gemma":[0.9995313,0.00003772592,0.00005453291,0.0002413969,0.00003759728,0.00009748437],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002923599,0.001073589,0.8885269,0.0001795669,0.0001000996,0.007548179,0.0005364391,0.00005290036,0.0003278663,0.001082373,0.002552306,0.09772742],"study_design_scores_gemma":[0.001685344,0.00004272518,0.8910316,0.00001421979,0.00003726546,0.0002013998,0.00005698711,0.00003307571,0.1045972,0.00006990855,0.002110634,0.0001196471],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937702,0.0004182545,0.0000461731,0.001916396,0.0002582575,0.0004650175,0.00003388842,0.00003572743,0.003056082],"genre_scores_gemma":[0.9941444,0.00003810461,0.0003210128,0.00154337,0.00006020304,0.001246646,0.0001198525,0.00001311919,0.002513299],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1042693,"threshold_uncertainty_score":0.5097625,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02447540552769359,"score_gpt":0.2630230946456211,"score_spread":0.2385476891179275,"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."}}