{"id":"W4386402334","doi":"10.1007/s43678-023-00588-x","title":"Ocular point-of-care ultrasound in the detection of early endophthalmitis","year":2023,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; North York General Hospital; London Health Sciences Centre; University of Toronto","funders":"","keywords":"Endophthalmitis; Point of care ultrasound; Medicine; Optometry; Ophthalmology; Point of care; Ultrasound; Point (geometry); Radiology; Pathology; Mathematics","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":[0.002014941,0.0006888693,0.0007890746,0.003058461,0.0005091153,0.001481332,0.0007601228,0.001549573,0.002401026],"category_scores_gemma":[0.01292858,0.0004019703,0.0003592435,0.001027534,0.0005935783,0.001232646,0.0005266141,0.001587293,0.0005243286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006421494,"about_ca_system_score_gemma":0.001728448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01169503,"about_ca_topic_score_gemma":0.01819686,"domain_scores_codex":[0.998453,0.0006291085,0.0001489601,0.00009505921,0.0004299646,0.0002438778],"domain_scores_gemma":[0.9949965,0.002684125,0.0005272157,0.00009252106,0.001230786,0.0004688797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002415816,0.0004676128,0.7813493,0.000931619,0.0001461683,0.017497,0.0006974098,0.0007909829,0.006170197,0.0007687137,0.007710245,0.181055],"study_design_scores_gemma":[0.0002594888,0.003621914,0.8333546,0.004212151,0.001011372,0.09885515,0.007486524,0.0198884,0.01017754,0.002129886,0.01881561,0.0001874719],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8450817,0.09710624,0.007328614,0.009505386,0.00120835,0.0003331409,0.0004363992,0.0002238593,0.03877626],"genre_scores_gemma":[0.9733349,0.0181108,0.005123382,0.001085288,0.0007314931,0.00004665041,0.0001299106,0.00001533784,0.001422349],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01169503,"threshold_uncertainty_score":0.02325392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04927591348640046,"score_gpt":0.3263944890151904,"score_spread":0.2771185755287899,"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."}}