{"id":"W4400289498","doi":"10.1007/s10792-024-03239-x","title":"Clinical characteristics and management outcome of acute infectious endophthalmitis","year":2024,"lang":"en","type":"article","venue":"International Ophthalmology","topic":"Ocular Infections and Treatments","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Endophthalmitis; Medicine; Intensive care medicine; Outcome (game theory); Ophthalmology","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":[0.0005014605,0.000268068,0.0004160893,0.001158606,0.0007019686,0.001064654,0.0003816366,0.0006948533,0.003184663],"category_scores_gemma":[0.004740122,0.0001913293,0.0004752682,0.001034033,0.0005215603,0.0009148321,0.000604241,0.0006715744,0.0005452964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006887534,"about_ca_system_score_gemma":0.000712686,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001979499,"about_ca_topic_score_gemma":0.001435699,"domain_scores_codex":[0.999062,0.0001592603,0.0001582535,0.0001166526,0.0001367388,0.0003671022],"domain_scores_gemma":[0.9974202,0.0006368606,0.001031695,0.00007839119,0.0003054487,0.0005273572],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003922148,0.0001465049,0.9950347,0.00001046043,0.00001977763,0.001766325,0.0001111404,0.00005111385,0.0004145716,0.00005548197,0.0001728867,0.001824852],"study_design_scores_gemma":[0.00001303237,0.0003223421,0.9935521,0.00001337681,0.00001379853,0.004904157,0.0006147301,0.0001686624,0.0001035934,0.0001087334,0.0001757768,0.000009735495],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978448,0.0003353816,0.00005200104,0.00008257911,0.000008354906,0.00001189568,0.0001808253,0.000003042446,0.001481214],"genre_scores_gemma":[0.9994305,0.00009305513,0.00002481599,0.00003603051,0.00001948009,0.000009061323,0.0002397049,0.000001572785,0.0001456664],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003184663,"threshold_uncertainty_score":0.01065379,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03538857777870788,"score_gpt":0.4091923007879578,"score_spread":0.3738037230092499,"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."}}