{"id":"W4405075704","doi":"10.1016/j.oooo.2024.10.230","title":"Molecular evaluation of clinical diagnosis of oral potential malignant disorders","year":2024,"lang":"en","type":"article","venue":"Oral Surgery Oral Medicine Oral Pathology and Oral Radiology","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Dermatology","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":[0.0006970695,0.0004683459,0.0002998104,0.003368732,0.0004493557,0.001266786,0.0005941849,0.0009265848,0.003968806],"category_scores_gemma":[0.001790207,0.0002397266,0.0003464205,0.0008921276,0.0005779298,0.0004679516,0.0004919288,0.0004142563,0.0009697663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006716198,"about_ca_system_score_gemma":0.0003882052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000821479,"about_ca_topic_score_gemma":0.000720528,"domain_scores_codex":[0.9993997,0.000100968,0.000081341,0.00009933466,0.0001986885,0.0001199238],"domain_scores_gemma":[0.999348,0.000195908,0.0001247202,0.00004118125,0.0002162025,0.00007395643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001837333,0.0002397173,0.3781926,0.0007316074,0.0001775463,0.02204428,0.0006019554,0.0009268913,0.4780208,0.004271018,0.004065515,0.1088907],"study_design_scores_gemma":[0.0001117877,0.0009446594,0.4465636,0.0004716738,0.0006432781,0.09062652,0.002544078,0.009361311,0.376951,0.005867588,0.06584791,0.00006657204],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513789,0.01601724,0.005503207,0.001611027,0.0002372531,0.0001502388,0.001360802,0.0001778178,0.02356337],"genre_scores_gemma":[0.9881846,0.003136982,0.005046055,0.0002407329,0.00009830981,0.00005212021,0.0008540258,0.00002422093,0.002362918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003968806,"threshold_uncertainty_score":0.01327699,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07663050533982232,"score_gpt":0.4132955066982686,"score_spread":0.3366650013584462,"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."}}