{"id":"W4303646626","doi":"10.1016/j.jemermed.2022.05.016","title":"Pain and Acute Vision Loss Secondary to Microbial Keratitis: A Contact Lens-Related Complication","year":2022,"lang":"en","type":"article","venue":"Journal of Emergency Medicine","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Contact lens; Complication; Keratitis; Medicine; Lens (geology); Ophthalmology; Optometry; Surgery; Optics; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002832648,0.0009490837,0.0008101873,0.001347469,0.001265587,0.001495838,0.0008503874,0.003297922,0.004991592],"category_scores_gemma":[0.003420298,0.0005712599,0.0008840208,0.000995632,0.0008870816,0.001279248,0.0008705324,0.002272978,0.0007979345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001007434,"about_ca_system_score_gemma":0.0008610742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001933019,"about_ca_topic_score_gemma":0.001658184,"domain_scores_codex":[0.9993626,0.00008926698,0.00008124821,0.00006989381,0.0001230447,0.0002738544],"domain_scores_gemma":[0.9988729,0.0003635616,0.0003081572,0.00005940257,0.00007850304,0.0003174414],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.000227404,0.0001825683,0.03913075,0.00005939869,0.00002142137,0.9556802,0.00007351075,0.00007687216,0.0007545624,0.000276788,0.0005683227,0.002948302],"study_design_scores_gemma":[0.00007027484,0.0002960771,0.05492854,0.00002814131,0.00003026473,0.9428196,0.0002387952,0.0005502641,0.000289123,0.000252301,0.0004818347,0.00001484641],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9612778,0.00851804,0.00199416,0.005150327,0.000399074,0.0001906893,0.0002771267,0.0001203697,0.0220724],"genre_scores_gemma":[0.9967885,0.0009137506,0.0002247255,0.000625966,0.0007239237,0.00001251993,0.00006660997,0.000004612721,0.0006394179],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004991592,"threshold_uncertainty_score":0.01669854,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01730222485509675,"score_gpt":0.3170682515250636,"score_spread":0.2997660266699669,"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."}}