{"id":"W4223448420","doi":"10.52340/jecm.2022.03.13","title":"POTENTIALLY MALIGNANT DISORDERS OF THE ORAL CAVITY – CLINICAL FEATURES","year":2022,"lang":"en","type":"article","venue":"EXPERIMENTAL & CLINICAL MEDICINE GEORGIA","topic":"Oral Health Pathology and Treatment","field":"Dentistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Health Economics","funders":"","keywords":"Leukoplakia; Medicine; Dermatology; Malignant transformation; Oral submucous fibrosis; Lesion; Oral cavity; Cancer; Epidermolysis bullosa; Oral lichen planus; Pathology; Dentistry; Internal medicine","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":[0.0002105329,0.0004037749,0.0003757198,0.0008459617,0.0005134891,0.000530188,0.000297938,0.0004909213,0.005666058],"category_scores_gemma":[0.0009005278,0.0001349224,0.000212119,0.0007812455,0.0004072824,0.000493752,0.0004407565,0.0004207266,0.001483803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603313,"about_ca_system_score_gemma":0.0004367851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001456335,"about_ca_topic_score_gemma":0.002009909,"domain_scores_codex":[0.9997746,0.00002380911,0.00002094588,0.00003070406,0.00008227356,0.00006767057],"domain_scores_gemma":[0.9998015,0.00002554832,0.00005580117,0.00001203234,0.0000507458,0.00005444339],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005492581,0.0005411882,0.5746652,0.0009199558,0.00007025128,0.264269,0.0009134802,0.0004510093,0.02761757,0.003256666,0.01548689,0.1112596],"study_design_scores_gemma":[0.00003000933,0.0003560789,0.4733568,0.0002514541,0.0000650216,0.486431,0.0007106256,0.0003425148,0.002277843,0.001547847,0.03459144,0.00003936992],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8002714,0.03747076,0.002600514,0.001798881,0.0002219015,0.0004605401,0.00134674,0.0001721088,0.1556572],"genre_scores_gemma":[0.9812976,0.006535812,0.001260157,0.0005150037,0.0001871358,0.00006729864,0.000634547,0.00001672873,0.009485667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005666058,"threshold_uncertainty_score":0.01895481,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05270257144185717,"score_gpt":0.4432173525761204,"score_spread":0.3905147811342633,"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."}}