{"id":"W2783304790","doi":"10.1177/0022034517748639","title":"Dysplasia Should Not Be Ignored in Lichenoid Mucositis","year":2018,"lang":"en","type":"article","venue":"Journal of Dental Research","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; Simon Fraser University; University of British Columbia; BC Cancer Agency","funders":"National Institute of Dental and Craniofacial Research; Canadian Institutes of Health Research; BC Cancer Foundation; University of British Columbia","keywords":"Dysplasia; Medicine; Prospective cohort study; Mucositis; Population; Epithelial dysplasia; Dermatology; Gastroenterology; Internal medicine; Pathology; Chemotherapy","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002386966,0.0001093531,0.000263963,0.0004923994,0.0001996875,0.00004684041,0.0003410326,0.0001922939,0.0007235098],"category_scores_gemma":[0.0003050761,0.0000901447,0.00009661622,0.0004316794,0.0002974293,0.0002073539,0.000143526,0.001058225,0.00084715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003540207,"about_ca_system_score_gemma":0.0002020207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003495319,"about_ca_topic_score_gemma":0.003845634,"domain_scores_codex":[0.997094,0.0005288838,0.000527713,0.0001821173,0.001115205,0.000552098],"domain_scores_gemma":[0.9987811,0.0002689306,0.0001411368,0.0002034679,0.0003530782,0.0002522711],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003650486,0.002214236,0.8338924,0.0001365726,0.0001597758,0.03955501,0.001555645,0.00000221808,0.02265647,0.0009244644,0.03506649,0.06018623],"study_design_scores_gemma":[0.003383473,0.003093548,0.9440386,0.0001716987,0.00001954956,0.004348247,0.001652484,0.00003218094,0.03812829,0.0006928725,0.004303314,0.0001357176],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949481,0.0004044391,0.000008612164,0.00146415,0.0006571469,0.0001648885,0.00001588453,0.000006771413,0.002329943],"genre_scores_gemma":[0.9977013,0.0001070551,0.0003487248,0.0003169441,0.0005174654,0.000006706276,0.000002756982,0.00001705863,0.0009820007],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1101462,"threshold_uncertainty_score":0.9999308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2349644190588926,"score_gpt":0.507740527323299,"score_spread":0.2727761082644065,"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."}}