{"id":"W1607258406","doi":"10.1111/j.2041-1626.2012.00120.x","title":"Markers of potential malignancy in chronic hyperplastic candidiasis","year":2012,"lang":"en","type":"article","venue":"Journal of Investigative and Clinical Dentistry","topic":"Psoriasis: Treatment and Pathogenesis","field":"Immunology and Microbiology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Western University","funders":"","keywords":"Pathology; Biology; Proliferating cell nuclear antigen; Malignancy; Immunohistochemistry; Dysplasia; Hyperplasia; Epithelium; Basal (medicine); Apoptosis; Epithelial dysplasia; Cancer research; Medicine; Endocrinology","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":[0.0006560556,0.0001278235,0.0004585086,0.00009729253,0.00004110733,0.000006963076,0.0001143089,0.0002275755,0.0001866461],"category_scores_gemma":[0.0003542,0.00009967946,0.000190552,0.0001113998,0.0005216291,0.0001926734,0.00004261929,0.0002869554,0.00002373973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005086299,"about_ca_system_score_gemma":0.0001739385,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003171349,"about_ca_topic_score_gemma":0.00002399631,"domain_scores_codex":[0.9983988,0.0003670669,0.000833229,0.00011098,0.00005477352,0.0002351639],"domain_scores_gemma":[0.9988309,0.0003785235,0.0005386725,0.0000885471,0.00007307498,0.00009026093],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007726321,0.000606516,0.830407,0.00009054736,0.001284362,0.0001643499,0.0002352405,0.000004852533,0.12968,0.0002326431,0.001431781,0.03509014],"study_design_scores_gemma":[0.00296368,0.0006956013,0.9614401,0.0002428582,0.0003888388,0.0004222377,0.000295266,0.000001736115,0.03285112,0.0002915747,0.0002907849,0.0001161405],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865916,0.01171936,0.00002814833,0.00006518681,0.0014029,0.00005781323,0.00002188967,0.000002607773,0.0001104866],"genre_scores_gemma":[0.998184,0.001192752,0.0001919011,0.00003971004,0.0001667762,0.000001643252,0.000007475489,0.000007407929,0.0002083216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1310332,"threshold_uncertainty_score":0.4064811,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03779605822144946,"score_gpt":0.3095470416046694,"score_spread":0.27175098338322,"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."}}