{"id":"W4387392916","doi":"10.1002/hed.27539","title":"Clinical outcomes of oral epithelial dysplasia managed by observation versus excision","year":2023,"lang":"en","type":"article","venue":"Head & Neck","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; Princess Margaret Cancer Centre; University of Toronto; University Health Network; Public Health Ontario","funders":"","keywords":"Medicine; Malignancy; Malignant transformation; Surgery; Epithelial dysplasia; Cancer; Surgical excision; Dysplasia; Pathology; Internal medicine","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":[0.001194443,0.0001515985,0.0004427685,0.0007044882,0.0004102177,0.0006105152,0.0002507946,0.0003251834,0.001000244],"category_scores_gemma":[0.00560212,0.00008568819,0.000401032,0.0005883256,0.0003432241,0.0005235518,0.0005599628,0.0002623028,0.0001126137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006485858,"about_ca_system_score_gemma":0.0004710004,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00120877,"about_ca_topic_score_gemma":0.00217108,"domain_scores_codex":[0.9992417,0.0002182715,0.0001204019,0.0001324291,0.0001738401,0.000113385],"domain_scores_gemma":[0.9961684,0.0009211464,0.002173122,0.0001071488,0.0002481827,0.0003818545],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007003145,0.0001077493,0.9886408,0.00005452835,0.00008563996,0.0003420582,0.0001636636,0.00008209276,0.0003020486,0.00002107251,0.0001121276,0.009387953],"study_design_scores_gemma":[0.00003215063,0.00105642,0.99547,0.00005015366,0.0001188639,0.001779524,0.0005763846,0.0002166656,0.0002657545,0.00005768105,0.0003676381,0.000008755996],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981557,0.001095646,0.00006824443,0.00004622536,0.000008525531,0.00001420155,0.0001317681,0.00000235414,0.0004772567],"genre_scores_gemma":[0.9995623,0.0001670828,0.00004545538,0.0000126696,0.00001084265,0.000006323502,0.0001581912,9.25399e-7,0.00003616841],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00120877,"threshold_uncertainty_score":0.0063169,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1366467987324983,"score_gpt":0.4374093962362147,"score_spread":0.3007625975037164,"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."}}