{"id":"W2380441814","doi":"","title":"Detection of TSGF in oral leukoplaida and lichen planus","year":2002,"lang":"en","type":"article","venue":"Journal of Clinical Stomatology","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Prairie Improvement Network","funders":"","keywords":"Oral lichen planus; Oral leukoplakia; Medicine; Internal medicine; Gastroenterology; Leukoplakia; Dermatology; Cancer","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006808278,0.00008485323,0.0007220521,0.0001227302,0.00001883134,0.000007393745,0.0001212457,0.0003187978,0.0001365895],"category_scores_gemma":[0.0009056223,0.00006755826,0.0001364038,0.0001018244,0.0001822454,0.0001332916,0.00004874201,0.0004640736,0.00003815137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001013968,"about_ca_system_score_gemma":0.0000148047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004099672,"about_ca_topic_score_gemma":0.0003199989,"domain_scores_codex":[0.9980178,0.0002617447,0.001316526,0.000122269,0.0001214982,0.0001601986],"domain_scores_gemma":[0.9987078,0.000345758,0.0006846192,0.00009243684,0.00007367129,0.00009574834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005743802,0.0003896893,0.8599202,0.00003746837,0.00006442686,0.00182073,0.00009895435,0.000005054387,0.001906981,0.0003556923,0.0004516208,0.1343748],"study_design_scores_gemma":[0.00320711,0.001199915,0.976246,0.00002751548,0.00004983127,0.006376823,0.00005770014,0.0002103044,0.0008603189,0.001762347,0.009889534,0.0001126196],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973973,0.0004644901,0.0001590945,0.0002821687,0.001166966,0.00004323709,0.000002752331,0.000007388412,0.0004765839],"genre_scores_gemma":[0.9991531,0.0001693953,0.0002542144,0.0001340616,0.0001076403,5.868736e-7,2.280556e-7,0.000006330135,0.0001744484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1342622,"threshold_uncertainty_score":0.2754946,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07688352036925128,"score_gpt":0.3724519336664777,"score_spread":0.2955684132972264,"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."}}