{"id":"W2503910853","doi":"10.1002/9780470752487.ch8","title":"Diseases with Abnormal Cornification","year":2005,"lang":"en","type":"other","venue":"","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Parakeratosis; Dermatology; Dyskeratosis; Hyperkeratosis; Folliculitis; Medicine; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001432629,0.0006675743,0.0004505071,0.001102675,0.000463708,0.0009101493,0.0003173641,0.0007722191,0.04534082],"category_scores_gemma":[0.0005362664,0.0001395033,0.0003631022,0.001221376,0.0004084196,0.0006000066,0.0006827371,0.0006250771,0.01427465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002466963,"about_ca_system_score_gemma":0.0002394669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005420966,"about_ca_topic_score_gemma":0.00052923,"domain_scores_codex":[0.9998614,0.00001444663,0.00001488181,0.00003035228,0.00004083571,0.00003798546],"domain_scores_gemma":[0.9998468,0.00003838534,0.00003759712,0.00002569379,0.00002083719,0.00003066756],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007554488,0.0001267651,0.01467948,0.001876357,0.00009290379,0.08495424,0.0005978968,0.0003194898,0.05239637,0.03854342,0.09012036,0.7155373],"study_design_scores_gemma":[0.00005335634,0.00007938571,0.0113015,0.0003814622,0.00006159425,0.2794415,0.0002079381,0.0001634591,0.01179872,0.004783872,0.6917058,0.00002140937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1033895,0.2077955,0.008579374,0.004127164,0.003234025,0.0002120053,0.00312231,0.001909452,0.6676306],"genre_scores_gemma":[0.4068358,0.1037038,0.006917193,0.002871844,0.001550656,0.0001509244,0.003463173,0.0005455549,0.4739609],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04534082,"threshold_uncertainty_score":0.1516802,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002751396401718424,"score_gpt":0.2034202045153231,"score_spread":0.2006688081136046,"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."}}