{"id":"W2410888111","doi":"10.1007/978-81-322-2574-4_2","title":"Potentially Malignant Disorders of the Oral Cavity","year":2012,"lang":"en","type":"book-chapter","venue":"Head and neck cancer clinics","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":75,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Leukoplakia; Oral submucous fibrosis; Dermatology; Oral lichen planus; Medicine; Malignant transformation; Oral cavity; Cancer; Pathology; Internal medicine; Dentistry","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":[0.0001316611,0.0005321829,0.0004148449,0.000667021,0.0005191673,0.001155092,0.0005488453,0.0009424947,0.01955655],"category_scores_gemma":[0.0004135658,0.0002021593,0.0003177417,0.0003979203,0.0007392227,0.0007996411,0.000753639,0.001281,0.005099908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350342,"about_ca_system_score_gemma":0.0006942155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000877796,"about_ca_topic_score_gemma":0.003526194,"domain_scores_codex":[0.9999056,0.00001357552,0.000006437931,0.00001140306,0.00004496881,0.0000180981],"domain_scores_gemma":[0.9999223,0.00004754721,0.000006395959,0.000004407191,0.000008572797,0.00001078485],"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":[0.00007417255,0.0001321984,0.00110677,0.001361437,0.00001525979,0.01223152,0.001185737,0.0004904071,0.004548785,0.09464534,0.3198676,0.5643408],"study_design_scores_gemma":[0.00000775386,0.00003306968,0.001124554,0.0005293309,0.000009090232,0.02061621,0.0002270042,0.00006416357,0.0003268913,0.01441857,0.9626328,0.00001050958],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003895458,0.3082003,0.002369436,0.004315864,0.003886886,0.00005747226,0.0001850287,0.00010984,0.6769797],"genre_scores_gemma":[0.03445053,0.2639576,0.005134518,0.00590511,0.004126319,0.00008708392,0.0002493472,0.00006312873,0.6860263],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01955655,"threshold_uncertainty_score":0.06542319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05094129549922425,"score_gpt":0.359697912690815,"score_spread":0.3087566171915908,"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."}}