{"id":"W4409633013","doi":"10.1097/iae.0000000000004488","title":"AUTOLOGOUS RETINAL GRAFT SURGERY FOR REFRACTORY MACULAR HOLES WITHOUT POSTOPERATIVE HEAD POSITIONING","year":2025,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Collège Communautaire du Nouveau-Brunswick","funders":"","keywords":"Medicine; Refractory (planetary science); Surgery; Visual acuity; Ophthalmology; Retinal; Retrospective cohort study","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":[0.0004204534,0.0002695051,0.0003516143,0.0005273135,0.000335847,0.0003834701,0.0002216631,0.0003238397,0.000970508],"category_scores_gemma":[0.001068058,0.00009463428,0.0003626476,0.0002573392,0.0004481154,0.0002741061,0.0002449644,0.0001957458,0.0003194374],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001320658,"about_ca_system_score_gemma":0.0002857432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001538146,"about_ca_topic_score_gemma":0.000344076,"domain_scores_codex":[0.9997761,0.00005320074,0.00003328782,0.0000333037,0.00005761733,0.00004659999],"domain_scores_gemma":[0.9994821,0.0001424577,0.0002315896,0.00005337895,0.00001561258,0.00007488573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003217101,0.000982743,0.7212136,0.0006376555,0.0003477625,0.09224044,0.000471478,0.0008139801,0.06441456,0.0002681371,0.0005206691,0.1148719],"study_design_scores_gemma":[0.0002141221,0.009752044,0.426423,0.0001183754,0.0002110952,0.5479993,0.0006839944,0.001411491,0.01119189,0.0001942787,0.001770337,0.00003013776],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977186,0.001414403,0.0004289558,0.00001966549,0.000009203864,0.00001449579,0.00001841188,0.00001061961,0.0003657812],"genre_scores_gemma":[0.9990537,0.0004265484,0.0003408254,0.00003043203,0.00002809807,0.000008369902,0.00002545572,0.000002479004,0.00008424692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.000970508,"threshold_uncertainty_score":0.003246665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093789312036223,"score_gpt":0.3147365141716149,"score_spread":0.2937986210512527,"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."}}