{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002713897,0.0002822939,0.0008078226,0.0008408036,0.0007204699,0.0008320446,0.0004857451,0.001163804,0.000921665],"category_scores_gemma":[0.01403927,0.0003231529,0.0003872861,0.0005867139,0.001014228,0.001262481,0.0006996498,0.001398404,0.0004470571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003627906,"about_ca_system_score_gemma":0.0005829748,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00104363,"about_ca_topic_score_gemma":0.002651961,"domain_scores_codex":[0.9987358,0.000600732,0.0001627122,0.00009765439,0.0002705012,0.0001324807],"domain_scores_gemma":[0.9972683,0.001360506,0.0005651321,0.0002520129,0.0002917088,0.0002622407],"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":[0.001502346,0.0001347895,0.6938084,0.001097039,0.0001970205,0.03985039,0.001870391,0.0002775975,0.005527445,0.002254516,0.01149327,0.2419869],"study_design_scores_gemma":[0.0002348319,0.001445433,0.7379838,0.002754568,0.0003138107,0.1854551,0.003481506,0.00128147,0.003020923,0.006629478,0.0572828,0.0001163444],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.9274914,0.04084503,0.002344283,0.01580445,0.0009570553,0.00009083946,0.0001083089,0.00009504346,0.01226361],"genre_scores_gemma":[0.9862184,0.008156399,0.001113403,0.002179425,0.001021155,0.0000182894,0.00006589853,0.00001674542,0.001210261],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002713897,"threshold_uncertainty_score":0.01435268,"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."}}