{"id":"W3029044729","doi":"10.1097/ico.0000000000002393","title":"Limbal Stem Cell Dysfunction in Ichthyosis Follicularis, Alopecia, and Photophobia Syndrome","year":2020,"lang":"en","type":"article","venue":"Cornea","topic":"Corneal Surgery and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children; University of Toronto","funders":"","keywords":"Photophobia; Medicine; Limbal stem cell; Lagophthalmos; Pannus; Ichthyosis; Ophthalmology; Pathology; Dermatology; Cornea; Corneal epithelium; Arthritis; Eyelid; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005986682,0.000140788,0.0002933507,0.00005084027,0.00003930163,0.00001806829,0.00003369963,0.0000859416,0.0001681085],"category_scores_gemma":[0.00001167881,0.0001267656,0.00006775322,0.0002686678,0.00002288988,0.00006659252,0.00004298352,0.000138529,0.0001798719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005776389,"about_ca_system_score_gemma":0.00003517196,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008422008,"about_ca_topic_score_gemma":0.00001858094,"domain_scores_codex":[0.9991479,0.0000299554,0.0001932101,0.0003077933,0.0001316549,0.0001895052],"domain_scores_gemma":[0.9995414,0.00004320909,0.00004337964,0.0001412121,0.00002110414,0.0002096637],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007450433,0.0004877326,0.9610429,0.0002034941,0.00009472368,0.003233243,0.0005935127,0.000006357492,0.004399926,0.00002103681,0.002134543,0.02703746],"study_design_scores_gemma":[0.004179468,0.001042073,0.9730897,0.0001143946,0.0002036637,0.0002740689,0.0001786946,0.0007119408,0.006720361,0.00002376955,0.01321206,0.0002497936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995928,0.001010604,0.00003644,0.0004340171,0.0001399776,0.0003121243,0.000008323937,0.00005246264,0.002078071],"genre_scores_gemma":[0.9982297,0.0001467535,0.00003689132,0.0007997465,0.00004742206,0.00002462965,0.00002833441,0.00001746042,0.000669019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02678767,"threshold_uncertainty_score":0.5169349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02144553027018993,"score_gpt":0.2125583881065464,"score_spread":0.1911128578363565,"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."}}