{"id":"W4318930497","doi":"10.1097/ico.0000000000003171","title":"Monkeypox-Associated Disciform Keratitis","year":2022,"lang":"en","type":"article","venue":"Cornea","topic":"Poxvirus research and outbreaks","field":"Immunology and Microbiology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Public Health Ontario; University of Toronto","funders":"","keywords":"Medicine; Keratitis; Dermatology; Prednisolone; Surgery; Ophthalmology","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001862193,0.00008714124,0.0001342838,0.00006120437,0.0005955347,0.00001499493,0.0002628388,0.0000582659,0.009601212],"category_scores_gemma":[0.00009453178,0.00008131038,0.00006791244,0.0001608994,0.00009376738,0.00005001813,0.0002948846,0.0003892841,0.001444828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001043654,"about_ca_system_score_gemma":0.00007810941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002374924,"about_ca_topic_score_gemma":0.000104537,"domain_scores_codex":[0.9990801,0.0001599687,0.0001284127,0.0001821095,0.00005233012,0.0003970362],"domain_scores_gemma":[0.9996428,0.0000666963,0.00004151879,0.0001941902,0.00002646723,0.00002833728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003882556,0.0006886646,0.02341587,0.00001100551,0.0004359643,0.0001473075,0.00143517,0.00003403883,0.2395267,0.00597434,0.6624374,0.06550526],"study_design_scores_gemma":[0.00192757,0.0004885584,0.03138361,0.000005096279,0.00001712517,0.0000797665,0.0004045499,0.00003826246,0.01666522,0.00106382,0.9476518,0.0002746462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9508289,0.00297246,0.0000461456,0.0007822843,0.001339786,0.0002849778,0.0005867825,0.0002037994,0.04295485],"genre_scores_gemma":[0.9669796,0.00003272627,0.000004747824,0.0003570111,0.00001644327,0.0000754843,0.0003916849,0.00001129938,0.03213107],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2852143,"threshold_uncertainty_score":0.9993327,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01692840452262035,"score_gpt":0.2450860223532347,"score_spread":0.2281576178306143,"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."}}