{"id":"W4282926424","doi":"10.1158/1538-7445.am2022-5935","title":"Abstract 5935: Malignant risk assessment of clinical and histological subtypes of lichenoid mucositis with dysplasia","year":2022,"lang":"en","type":"article","venue":"Cancer Research","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; Dalhousie University; University of British Columbia","funders":"","keywords":"Medicine; Oral lichen planus; Dysplasia; Pathology; Cancer; Biopsy; Mucositis; Leukoplakia; Dermatology; Internal medicine; Radiation therapy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001184929,0.0004007988,0.0003697732,0.001653908,0.0003416075,0.000541986,0.0004086036,0.0003226619,0.004070557],"category_scores_gemma":[0.002916116,0.0001886562,0.0003831398,0.001013229,0.0001890318,0.0003136915,0.000522305,0.0002279514,0.0006259985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003001424,"about_ca_system_score_gemma":0.000298042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001716739,"about_ca_topic_score_gemma":0.001767224,"domain_scores_codex":[0.9992932,0.0002439485,0.0001125096,0.0001140077,0.0001808884,0.00005556114],"domain_scores_gemma":[0.9987727,0.0001932513,0.0005570663,0.00006025699,0.0002224788,0.0001941344],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006556025,0.00005438146,0.9920546,0.00006928728,0.00006308847,0.0001411449,0.00005541206,0.00008024108,0.0008157491,0.00003477606,0.0003632264,0.005612484],"study_design_scores_gemma":[0.00002731666,0.000327625,0.9972106,0.00003271347,0.00005594355,0.0009539412,0.00007574238,0.000362657,0.0002959558,0.00003964288,0.0006126977,0.000005238964],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943446,0.0007319997,0.0005794497,0.00005303635,0.00001351992,0.0001929811,0.001550978,0.00002806362,0.002505312],"genre_scores_gemma":[0.9969478,0.000124909,0.001010496,0.00001606965,0.00001554971,0.00009995361,0.001099902,0.000005219593,0.0006801831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004070557,"threshold_uncertainty_score":0.01361734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1516864713807226,"score_gpt":0.5140197423137364,"score_spread":0.3623332709330137,"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."}}