{"id":"W2306343862","doi":"","title":"Epidemiology of Infectious Corneal Ulcers at Tertiary Centers in Vancouver, BC","year":2015,"lang":"en","type":"article","venue":"2015 ASCRS ASOA Symposium and Congress","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Epidemiology; Medicine; Optometry; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002969388,0.000173426,0.0004666299,0.0001612196,0.00004066816,0.000002814518,0.00004562252,0.0001423475,0.00003008193],"category_scores_gemma":[0.0000743873,0.0001416546,0.00008513658,0.0001213985,0.0001743028,0.00008286686,0.00007437282,0.0001208695,0.00002212899],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001890273,"about_ca_system_score_gemma":0.00007561973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001921074,"about_ca_topic_score_gemma":0.001475542,"domain_scores_codex":[0.9988484,0.0001293796,0.0003500381,0.00027525,0.0001198797,0.000276992],"domain_scores_gemma":[0.9991643,0.00009903833,0.0001381559,0.0002456002,0.0001026936,0.0002502163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002059285,0.0002420531,0.9910401,0.00004500377,0.0001344187,0.00007498224,0.0001566445,0.0000452147,0.0002441078,0.00006426142,0.007216897,0.0005303547],"study_design_scores_gemma":[0.02007939,0.002086451,0.9537277,0.0003807496,0.0004934742,0.0005670615,0.0004656822,0.001188836,0.002794327,0.0004322909,0.01727847,0.0005056009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9892923,0.001122418,0.00002480201,0.0003529871,0.001454278,0.0003331849,0.00001500512,0.00003489542,0.007370122],"genre_scores_gemma":[0.9973791,0.000245646,0.00008193737,0.0002545879,0.00005423568,0.000026768,0.00002859725,0.00001793365,0.001911237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03731247,"threshold_uncertainty_score":0.5776506,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01836829801976694,"score_gpt":0.2900044674049916,"score_spread":0.2716361693852247,"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."}}