{"id":"W2976097972","doi":"10.1016/j.acthis.2019.151452","title":"Actinic cheilitis: Morphometric parameters and its relationship with the degree of epithelial dysplasia","year":2019,"lang":"en","type":"article","venue":"Acta Histochemica","topic":"Nonmelanoma Skin Cancer Studies","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Schulich School of Medicine and Dentistry; Universidade Federal do Rio Grande do Norte","keywords":"Lamina propria; Dysplasia; Epithelial dysplasia; Pathology; Keratin; Lamina; Medicine; Lesion; Dermatology; Anatomy; Epithelium","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000123107,0.000139013,0.00029342,0.0001267163,0.00005424248,0.000004555594,0.0001126875,0.00007138243,0.00006638819],"category_scores_gemma":[0.0003057012,0.00009137426,0.0000471536,0.0004427535,0.0001512944,0.00006104009,0.00005424153,0.0002312861,0.00002583088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001142571,"about_ca_system_score_gemma":0.00007910695,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002385154,"about_ca_topic_score_gemma":0.000004379477,"domain_scores_codex":[0.9991328,0.00002046089,0.0001791404,0.0002460447,0.0002423351,0.0001792945],"domain_scores_gemma":[0.9987296,0.0006072944,0.0001568801,0.0003689094,0.00007660776,0.00006064045],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0022587,0.0001960226,0.6411142,0.0007847514,0.0007981162,0.0000273659,0.003381409,0.000002298156,0.3346017,0.0002953834,0.01296968,0.003570441],"study_design_scores_gemma":[0.003683026,0.0008720664,0.8783077,0.0002817057,0.0004804381,0.0003216127,0.0005994529,0.00003286661,0.1075153,0.00006131608,0.007511848,0.0003326288],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900309,0.001889064,0.000004463279,0.001650608,0.0000704686,0.0005027809,0.00001215739,0.00001939295,0.005820164],"genre_scores_gemma":[0.9978226,0.00007622729,0.0006197099,0.0001105098,0.0000342775,0.00004313162,0.000006025711,0.00002190132,0.001265607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2371936,"threshold_uncertainty_score":0.3726134,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03660773815786347,"score_gpt":0.2520546374246884,"score_spread":0.2154468992668249,"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."}}