{"id":"W3018014849","doi":"10.1007/s12325-020-01348-4","title":"Developing Classifications of Laryngeal Dysplasia: The Historical Basis","year":2020,"lang":"en","type":"review","venue":"Advances in Therapy","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Dysplasia; Grading (engineering); Larynx; Cervical intraepithelial neoplasia; Dermatology; Intraepithelial neoplasia; Pathology; Terminology; Cancer; Radiology; Internal medicine; Surgery; Cervical cancer; Prostate cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.02462648,0.001713932,0.001531635,0.01420495,0.002982581,0.004858296,0.004202324,0.00285146,0.001724936],"category_scores_gemma":[0.03349149,0.001177953,0.001061332,0.00752001,0.01365322,0.01190343,0.004881446,0.009671641,0.001614486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01074631,"about_ca_system_score_gemma":0.006182598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009424797,"about_ca_topic_score_gemma":0.006979343,"domain_scores_codex":[0.9907353,0.002850001,0.002274574,0.001867593,0.001886053,0.0003865605],"domain_scores_gemma":[0.9760774,0.006825245,0.001846812,0.001258052,0.01293988,0.001052628],"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":[0.0002180931,0.0001565585,0.01448166,0.003289308,0.00007476829,0.0005894669,0.004617705,0.002097278,0.00121788,0.2363631,0.04018282,0.6967113],"study_design_scores_gemma":[0.00002117746,0.0002410629,0.01308983,0.007637739,0.00008687488,0.003999353,0.004805444,0.002035156,0.001364895,0.0914565,0.8750401,0.0002219989],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01980573,0.8008522,0.07571041,0.052827,0.01381036,0.0004182379,0.0005836397,0.0002996323,0.03569285],"genre_scores_gemma":[0.1219757,0.7161328,0.122336,0.01280476,0.01666947,0.0008728293,0.001954835,0.0003690927,0.006884433],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02462648,"threshold_uncertainty_score":0.1302388,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.130854651126901,"score_gpt":0.4298676215162621,"score_spread":0.299012970389361,"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."}}