{"id":"W2131764546","doi":"10.1111/ggi.12458","title":"Geriatric oral lesions: A multicentric study","year":2015,"lang":"en","type":"article","venue":"Geriatrics and gerontology international/Geriatrics & gerontology international","topic":"Oral and Maxillofacial Pathology","field":"Dentistry","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Chulalongkorn University","keywords":"Medicine; Epithelial dysplasia; Lesion; Biopsy; Tongue; Fibrous dysplasia; Oral and maxillofacial pathology; Oral mucosa; Population; Hyperplasia; Fibroma; Pathology; Carcinoma; Dermatology; Dentistry","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":[0.0008600382,0.000513881,0.0006547194,0.001802336,0.0007886224,0.0005246241,0.0003693869,0.000471021,0.00188816],"category_scores_gemma":[0.0009850923,0.0004367256,0.0003802782,0.00157881,0.000341789,0.0007318028,0.0007570577,0.0002086482,0.0003962474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003804769,"about_ca_system_score_gemma":0.0004679454,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003211545,"about_ca_topic_score_gemma":0.004759103,"domain_scores_codex":[0.9994901,0.0001080471,0.00007766321,0.0001306547,0.0000952413,0.00009825351],"domain_scores_gemma":[0.9993646,0.00005435725,0.0002852346,0.00004831329,0.0001012702,0.0001463528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001182648,0.0001085282,0.996011,0.00006268141,0.00004014289,0.0007384373,0.0003982383,0.00001214801,0.0004410028,0.00001504997,0.0001371355,0.001917367],"study_design_scores_gemma":[0.00002326073,0.0005324417,0.9940563,0.0000271405,0.00004458193,0.00280399,0.001866986,0.00005942209,0.00006647061,0.00002022485,0.0004908062,0.000008307689],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993843,0.0002357842,0.00004332947,0.00001847198,0.000003038678,0.00003865438,0.0001211574,0.000001344166,0.0001538477],"genre_scores_gemma":[0.9989686,0.000393877,0.0001475254,0.00006743275,0.00001825836,0.00004353432,0.0002384664,0.000001517432,0.0001209218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003211545,"threshold_uncertainty_score":0.006385744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07004077846871079,"score_gpt":0.3467710680544563,"score_spread":0.2767302895857455,"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."}}