{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005541922,0.0003822606,0.0004330187,0.002212342,0.002822715,0.002510875,0.001368387,0.0007645842,0.003215519],"category_scores_gemma":[0.002477027,0.0007223623,0.0004073669,0.004145443,0.000661438,0.000572117,0.001800673,0.0012267,0.0003069022],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01260153,"about_ca_system_score_gemma":0.01497591,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9205082,"about_ca_topic_score_gemma":0.9676216,"domain_scores_codex":[0.9980131,0.0002310226,0.0002245075,0.0002151327,0.0005730863,0.0007431092],"domain_scores_gemma":[0.9956989,0.0001925513,0.0009436225,0.00007177237,0.001484384,0.001608723],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000352856,0.00005308157,0.9949399,0.00003020954,0.00002636029,0.0001504133,0.0004032068,0.00005662133,0.0001227421,0.00004153479,0.0009117399,0.003228837],"study_design_scores_gemma":[0.000003964039,0.00002152726,0.9956337,0.00005327296,0.000008402111,0.0002255658,0.003563624,0.00009075085,0.00002460669,0.00001441936,0.0003534943,0.00000663861],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992607,0.00126665,0.00007364808,0.0006105102,0.00002714816,0.00006309742,0.002443719,0.00001083302,0.00289744],"genre_scores_gemma":[0.9966421,0.001206392,0.0001465518,0.0001894187,0.00002009509,0.00002593007,0.0007339447,0.000005018755,0.001030531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07949179,"threshold_uncertainty_score":0.1599198,"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."}}