{"id":"W2136890313","doi":"10.1016/s1079-2104(03)00161-6","title":"Oral lichen planus: progress in understanding its malignant potential and the implications for clinical management","year":2003,"lang":"en","type":"review","venue":"Oral Surgery Oral Medicine Oral Pathology Oral Radiology and Endodontology","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":155,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital; Vancouver General Hospital; BC Cancer Agency","funders":"","keywords":"Oral lichen planus; Medicine; Malignancy; Dysplasia; Malignant transformation; Dermatology; Lesion; Pathology; Epithelial dysplasia","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":["metaepi_narrow","sts","research_integrity"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.007550974,0.001506126,0.008342415,0.0008940181,0.0008192923,0.00004023348,0.000648015,0.002910223,0.0001425746],"category_scores_gemma":[0.000604877,0.0009736374,0.0009712048,0.0006465177,0.00641105,0.0002086228,0.0003992405,0.001957065,0.00006085995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003258732,"about_ca_system_score_gemma":0.0002798419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009098296,"about_ca_topic_score_gemma":0.0008937646,"domain_scores_codex":[0.9832516,0.008451908,0.003514634,0.002365571,0.0002265512,0.002189762],"domain_scores_gemma":[0.9924483,0.004417727,0.001500167,0.0009769503,0.0001235687,0.0005332742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003176383,0.0006206718,0.1291888,0.005505926,0.001964912,0.009423661,0.0001659068,7.907719e-7,2.968324e-7,0.06598818,0.01864999,0.7653145],"study_design_scores_gemma":[0.02881252,0.003579894,0.08670116,0.003940769,0.01301373,0.06140445,0.0005806961,0.0000630979,3.196468e-7,0.03566565,0.7632871,0.002950642],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006500038,0.9771447,0.0006070826,0.005338652,0.005162312,0.004590197,0.0003049019,0.0001608615,0.0001912825],"genre_scores_gemma":[0.02435777,0.9683611,0.001255477,0.001714607,0.000411109,0.002211317,0.001034973,0.0001456863,0.0005079518],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7623639,"threshold_uncertainty_score":0.9997688,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2772130362006964,"score_gpt":0.4597773742945958,"score_spread":0.1825643380938994,"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."}}