{"id":"W3135981606","doi":"10.1016/j.ajo.2021.03.011","title":"Ophthalmic Assessment in Patients With Darier Disease","year":2021,"lang":"en","type":"article","venue":"American Journal of Ophthalmology","topic":"Genetic and rare skin diseases.","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sunnybrook Health Science Centre","funders":"Technion-Israel Institute of Technology","keywords":"Medicine; Blepharitis; Dermatology; Physical examination; Ophthalmology; Slit lamp; Conjunctiva; Visual acuity; Cornea; Darier Disease; Observational study; Eyelid; Eye disease; Darier's disease; Disease; Eye examination; Prospective cohort study; Surgery; Pathology","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":[0.00009595538,0.0001347325,0.0002584663,0.00006738231,0.00002811158,0.00001161948,0.0001786275,0.00003807893,0.00015008],"category_scores_gemma":[0.00006807449,0.0001086348,0.00009349419,0.0001742847,0.0002349038,0.000004489894,0.0000771885,0.0001439757,0.000002049675],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002436814,"about_ca_system_score_gemma":0.0006963459,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005565574,"about_ca_topic_score_gemma":4.695984e-7,"domain_scores_codex":[0.9988992,0.0001715245,0.0002886261,0.000223789,0.0001895636,0.0002273396],"domain_scores_gemma":[0.9989796,0.0000157624,0.0002552808,0.0002651148,0.0002694188,0.0002148371],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005436924,0.0004830898,0.9939925,0.000006190533,0.00008671707,0.002305245,0.00001288349,0.0002303197,0.0007956616,0.00001187187,0.0001422092,0.001389621],"study_design_scores_gemma":[0.001252041,0.001677588,0.9942203,0.00001978314,0.00003496677,0.001733731,0.0001251456,0.000002290923,0.0003161635,0.00005791757,0.000416946,0.0001431777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980237,0.0003813184,0.0001266864,0.0001716775,0.0001429398,0.00005992508,0.00001344904,9.637802e-7,0.001079291],"genre_scores_gemma":[0.9973515,0.00001967412,0.002218154,0.0001165661,0.0000826235,0.000003579296,0.00004658932,0.00001876771,0.0001425203],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002091468,"threshold_uncertainty_score":0.4429998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004668557469397081,"score_gpt":0.2585644221379131,"score_spread":0.253895864668516,"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."}}