{"id":"W4409454432","doi":"10.37275/jacr.v5i1.732","title":"Purtscher-like Retinopathy in Critically Ill Patients (Non-Traumatic Etiologies): A Systematic Review and Meta-analysis of Incidence, Associated Conditions, and Visual Outcomes","year":2025,"lang":"en","type":"review","venue":"Journal of Anesthesiology and Clinical Research","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Etiology; Medicine; Critically ill; Incidence (geometry); Meta-analysis; Retinopathy; Intensive care medicine; Pediatrics; Internal medicine; Diabetes mellitus","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.01286306,0.0002983204,0.01166513,0.001166746,0.00009223163,0.00002165682,0.0002149809,0.0006452519,0.00009533423],"category_scores_gemma":[0.0850176,0.0001645622,0.001831875,0.001023997,0.0009792241,0.00006412526,0.000154446,0.001740321,0.000002322571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004844277,"about_ca_system_score_gemma":0.0005780603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001066653,"about_ca_topic_score_gemma":0.00001294218,"domain_scores_codex":[0.9898216,0.004898543,0.00406125,0.0003808891,0.000523104,0.0003146176],"domain_scores_gemma":[0.9666078,0.02834704,0.00147307,0.0002919625,0.002998912,0.0002812309],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0001124804,0.001400046,0.03457927,0.8770814,0.08207414,0.0004961289,0.00004772539,6.147561e-8,9.770475e-8,0.0001215618,0.0002793473,0.003807776],"study_design_scores_gemma":[0.0006911615,0.003424239,0.1541075,0.1267994,0.7138736,0.0001818006,0.0001416315,0.000007397751,2.141529e-8,0.0003460446,0.000238134,0.0001890204],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02556649,0.971537,0.000001831622,0.001199694,0.00002432108,0.001587754,0.00003902514,0.000003448925,0.00004045129],"genre_scores_gemma":[0.005795825,0.992459,0.00008772784,0.001218448,0.000008544354,0.00008707603,0.00004585499,0.00001024573,0.0002872802],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7502819,"threshold_uncertainty_score":0.9226897,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.199649154757314,"score_gpt":0.5457794595878397,"score_spread":0.3461303048305258,"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."}}