{"id":"W4224230615","doi":"10.1097/iae.0000000000003486","title":"A MULTICENTER REVIEW EVALUATING THE RISK OF RHEGMATOGENOUS RETINAL DETACHMENT POST ENDOPHTHALMITIS","year":2022,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; St. Michael's Hospital; University of Calgary; University of Toronto; McMaster University","funders":"","keywords":"Endophthalmitis; Retinal detachment; Vitrectomy; Eye disease; Scleral buckling; Multicenter study","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002315337,0.0001554273,0.000417325,0.00004749776,0.000284119,0.000006333887,0.0001658764,0.00002258761,0.001681331],"category_scores_gemma":[0.0008502313,0.0001013861,0.0003615961,0.0002356932,0.0000723953,0.00002042604,0.0002253528,0.000405982,0.00003345293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007881878,"about_ca_system_score_gemma":0.0001182559,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001715605,"about_ca_topic_score_gemma":7.39698e-7,"domain_scores_codex":[0.9974611,0.0006949912,0.0005037116,0.0002598486,0.0008040904,0.000276199],"domain_scores_gemma":[0.9985949,0.0002661094,0.0003787982,0.0004885731,0.0001870145,0.00008455178],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004552129,0.002544879,0.663384,0.01482224,0.001614163,0.00388837,0.004112295,0.00007835255,0.0939346,0.0006189605,0.0145549,0.1958952],"study_design_scores_gemma":[0.01089067,0.01982361,0.6226841,0.02065143,0.01227323,0.05697105,0.005689102,0.005052456,0.01985739,0.0003417835,0.2236191,0.002146085],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.960793,0.02880725,0.00001510878,0.00269694,0.0001936565,0.001157786,0.00005348323,0.00003366237,0.00624912],"genre_scores_gemma":[0.9914148,0.005558834,0.000565065,0.0013642,0.00007273211,0.0001792408,0.00004762428,0.00002640637,0.0007711197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2090642,"threshold_uncertainty_score":0.9992313,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02890450524788411,"score_gpt":0.328755902168185,"score_spread":0.2998513969203008,"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."}}