{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000106625,0.00009238439,0.0002282366,0.0001829017,0.00001782399,0.00001522285,0.00004442563,0.00007608227,0.0004065614],"category_scores_gemma":[0.00002216952,0.0000787219,0.0001221683,0.00007362403,0.00008675006,0.00004538829,0.00007024718,0.0001174008,0.00008090683],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004111321,"about_ca_system_score_gemma":0.00001280341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000188789,"about_ca_topic_score_gemma":1.361478e-7,"domain_scores_codex":[0.9991873,0.00002428427,0.0003696264,0.0002109419,0.0001155343,0.00009232258],"domain_scores_gemma":[0.9996372,0.00007418491,0.00005327394,0.0001194357,0.00006224953,0.00005368479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003789744,0.0002360193,0.9714587,0.00007857398,0.00198435,0.01081795,0.00001039426,1.611115e-7,0.00005620112,0.006569119,0.00004572867,0.008704924],"study_design_scores_gemma":[0.0007776161,0.0004409241,0.9455684,0.0000736335,0.0003901246,0.04843359,0.000003574579,0.0001244105,0.00005218405,0.0005343681,0.003535801,0.00006540723],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.943447,0.0001006662,0.0001090593,0.0003277655,0.002022845,0.0001591771,0.00005672539,0.00003544201,0.05374131],"genre_scores_gemma":[0.9956371,0.0003080233,0.0006374562,0.00005086669,0.0001374875,0.0000212469,0.00005883477,0.00001335408,0.003135657],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05219006,"threshold_uncertainty_score":0.4451562,"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."}}