{"id":"W4413571502","doi":"10.1002/hed.70012","title":"The Importance of Recognition and Management of Oral Lichen Planus: Navigating Epidemiology, Pathogenesis, Cancer Risk, and Advances in Management","year":2025,"lang":"en","type":"review","venue":"Head & Neck","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; McGill University Health Centre","funders":"","keywords":"Oral lichen planus; Etiology; Pathogenesis; Epidemiology; Medicine; Dermatology; Cancer; Immune dysregulation; Immunology; Immune system; Bioinformatics; Pathology; Internal medicine; Biology","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":[0.00169865,0.0006121772,0.001690435,0.003273217,0.0003511419,0.001357888,0.0008246393,0.001415742,0.002234488],"category_scores_gemma":[0.004699922,0.0002492824,0.0009823935,0.002046609,0.00041411,0.001558273,0.0006594028,0.001334104,0.0005770607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008809218,"about_ca_system_score_gemma":0.003252565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003343622,"about_ca_topic_score_gemma":0.004767571,"domain_scores_codex":[0.9990772,0.0002809012,0.0002025319,0.0001055644,0.0002770605,0.0000567056],"domain_scores_gemma":[0.9979191,0.001221648,0.0002928044,0.00003051223,0.0004750134,0.00006095439],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00005874576,0.00006369942,0.001255918,0.06862091,0.0002503052,0.0003534454,0.0001965622,0.0002621873,0.0005720392,0.001820336,0.02201765,0.9045282],"study_design_scores_gemma":[0.00006151999,0.0002216009,0.01289232,0.1519735,0.001815235,0.007780977,0.00124562,0.0004343397,0.0005959868,0.004398695,0.8184784,0.0001018754],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001383314,0.9985574,0.00007095175,0.0007043415,0.0001403538,0.000004688321,0.00001440638,0.000003628157,0.000365976],"genre_scores_gemma":[0.001713998,0.9973468,0.0003153166,0.0003025261,0.0001825227,0.000007845104,0.00002419391,0.000001195491,0.0001056008],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003343622,"threshold_uncertainty_score":0.008983374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09753980686203952,"score_gpt":0.4449184907347993,"score_spread":0.3473786838727598,"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."}}