{"id":"W4399056788","doi":"10.1016/j.jcjo.2024.05.003","title":"Etiology of hypopyon in patients presenting acutely to the emergency eye department and characteristics of hypopyon uveitis","year":2024,"lang":"en","type":"article","venue":"Canadian Journal of Ophthalmology","topic":"Ocular Diseases and Behçet’s Syndrome","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Hôpital Saint-François d'Assise; Hôpital du Saint-Sacrement","funders":"","keywords":"Hypopyon; Uveitis; Medicine; Etiology; Endophthalmitis; Ophthalmology; Keratitis; Dermatology; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0003019048,0.0004264054,0.0006126463,0.001916169,0.001014482,0.0008759859,0.0004269121,0.0009018175,0.004255173],"category_scores_gemma":[0.002968744,0.000387175,0.0005465679,0.001293431,0.0006037609,0.0009941752,0.0006151977,0.0008751496,0.0003799441],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006499388,"about_ca_system_score_gemma":0.001097204,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003824406,"about_ca_topic_score_gemma":0.003148367,"domain_scores_codex":[0.9994692,0.00006280751,0.00008397412,0.00006541196,0.00008494088,0.0002336281],"domain_scores_gemma":[0.998336,0.0003949429,0.0005099679,0.00004060469,0.0001221419,0.0005963559],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001752693,0.00006658675,0.986782,0.00001342172,0.00001470216,0.01154899,0.0001221445,0.000046455,0.0003807528,0.00005621913,0.0001341101,0.000659439],"study_design_scores_gemma":[0.00001642631,0.0002311708,0.9546837,0.0000318384,0.00002840383,0.04249782,0.001673228,0.0002906969,0.0001329952,0.0001519948,0.0002447008,0.00001698174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976128,0.0005010961,0.0000518387,0.0001343875,0.00001823596,0.00001250189,0.0001162915,0.000004581711,0.001548284],"genre_scores_gemma":[0.9994074,0.0001828906,0.00005608749,0.00006625217,0.00004868669,0.000006493125,0.0001339499,0.000001761307,0.00009649374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004255173,"threshold_uncertainty_score":0.01423496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01659633576425769,"score_gpt":0.2835138986910648,"score_spread":0.2669175629268071,"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."}}