{"id":"W4214949698","doi":"10.1097/der.0000000000000858","title":"A Burning Question for a Burning Mouth","year":2022,"lang":"en","type":"article","venue":"Dermatitis","topic":"Hematological disorders and diagnostics","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001144037,0.00006379019,0.0001550465,0.00004769629,0.0002111711,0.00001399659,0.00003799146,0.00002681027,0.000458101],"category_scores_gemma":[0.000534635,0.00005930789,0.00006218719,0.00009872177,0.00001464987,0.00003005024,0.00003980205,0.0001190065,0.00001815768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003410678,"about_ca_system_score_gemma":0.000028983,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002559155,"about_ca_topic_score_gemma":0.000002737085,"domain_scores_codex":[0.9994053,0.00003326438,0.0001522624,0.0001099268,0.0001441163,0.0001551904],"domain_scores_gemma":[0.9996074,0.000158396,0.00004705932,0.00008417471,0.00003739092,0.00006550763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000229503,0.001538855,0.1845415,0.001724708,0.0002392668,0.00138177,0.009534976,0.002833182,0.00118305,0.1287037,0.5558203,0.1122692],"study_design_scores_gemma":[0.005782665,0.001349169,0.1116983,0.0002735062,0.0002249972,0.001263637,0.003938768,0.03866531,0.0006402428,0.01381449,0.8218186,0.0005302857],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9058562,0.001643178,0.05523904,0.01999772,0.0003857962,0.001330105,0.0001209056,0.0003506863,0.01507639],"genre_scores_gemma":[0.9898998,0.0000214979,0.003099608,0.006227039,0.00004244078,0.0002456574,0.0001318525,0.00001134329,0.0003208237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2659983,"threshold_uncertainty_score":0.5015885,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01990043530251846,"score_gpt":0.2887495076710222,"score_spread":0.2688490723685037,"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."}}