{"id":"W2479091523","doi":"10.1016/j.oraloncology.2016.07.007","title":"Should severe epithelial dysplasia be treated?","year":2016,"lang":"en","type":"article","venue":"Oral Oncology","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of British Columbia; Vancouver General Hospital; BC Cancer Agency","funders":"National Institute of Dental and Craniofacial Research","keywords":"Medicine; Dysplasia; Lesion; Biopsy; Confidence interval; Cancer; Tumor progression; Population; Internal medicine; Odds ratio; Gastroenterology; Carcinoma; Carcinoma in situ; Pathology; Surgery","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":[0.001234797,0.0003850115,0.001228002,0.0008348743,0.001825787,0.001511637,0.0005752037,0.00591984,0.004824167],"category_scores_gemma":[0.00768915,0.000199189,0.00114623,0.0006033492,0.001425424,0.001806173,0.0006168472,0.005761235,0.001530507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007576791,"about_ca_system_score_gemma":0.002362362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001582392,"about_ca_topic_score_gemma":0.003589263,"domain_scores_codex":[0.9991498,0.000211923,0.0001431358,0.0001074694,0.0002175482,0.0001701959],"domain_scores_gemma":[0.9975724,0.0008514422,0.0003051997,0.0001427231,0.0005312589,0.000597114],"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":[0.001744107,0.001325467,0.07060951,0.001986007,0.0003476645,0.03477372,0.0005150551,0.0008520289,0.006037861,0.01461278,0.3178387,0.5493571],"study_design_scores_gemma":[0.0006628263,0.001698741,0.1106703,0.007087082,0.0008269085,0.115282,0.004667254,0.0006659903,0.003795697,0.05418131,0.7002455,0.0002163861],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.05322624,0.2014637,0.003003435,0.6591056,0.02826392,0.0001062434,0.0003182093,0.0002231576,0.05428944],"genre_scores_gemma":[0.5136145,0.1226255,0.007997477,0.2444943,0.08919908,0.0002026723,0.0006926855,0.0001459968,0.02102776],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.00591984,"threshold_uncertainty_score":0.01613843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07418401200212786,"score_gpt":0.3827544109537271,"score_spread":0.3085703989515992,"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."}}