{"id":"W4407243421","doi":"10.1016/j.oret.2025.02.003","title":"Internal Limiting Membrane Flaps in Macular Hole Surgery","year":2025,"lang":"en","type":"review","venue":"Ophthalmology Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Queen's University","funders":"Newcastle University; Wellcome Trust","keywords":"Medicine; Macular hole; Cochrane Library; Visual acuity; Perioperative; Tamponade; Randomized controlled trial; Odds ratio; Surgery; Relative risk; MEDLINE; Meta-analysis; Ophthalmology; Confidence interval; Vitrectomy; Internal medicine","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":[0.00542805,0.0005942842,0.003797548,0.001659418,0.0002134648,0.001316315,0.0005661279,0.001052651,0.005211337],"category_scores_gemma":[0.01673518,0.0002686462,0.005725424,0.001282638,0.0003529285,0.000959602,0.0006337654,0.001019838,0.0002989455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008676713,"about_ca_system_score_gemma":0.001867814,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001178642,"about_ca_topic_score_gemma":0.002033625,"domain_scores_codex":[0.9970041,0.001329392,0.0008278228,0.0002483014,0.0004963502,0.00009403449],"domain_scores_gemma":[0.9920142,0.005324539,0.002081372,0.00009460124,0.0003763048,0.0001090521],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"not_applicable","study_design_scores_codex":[0.009875715,0.0002467214,0.006628629,0.547335,0.02443655,0.0002056674,0.0001321101,0.0003322278,0.0008258928,0.0005960062,0.003052381,0.4063331],"study_design_scores_gemma":[0.02941956,0.01197202,0.06419128,0.6782293,0.1529627,0.003056873,0.0006428931,0.001064217,0.001981313,0.003842114,0.05252933,0.0001084165],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006322816,0.9921322,0.0001246917,0.0004425558,0.0002820018,0.0001281508,0.0001086671,0.000005041803,0.0004538826],"genre_scores_gemma":[0.1416915,0.8530434,0.001150395,0.001582926,0.001202296,0.000593572,0.0002991816,0.000008851718,0.0004278871],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00542805,"threshold_uncertainty_score":0.02870661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05551645443583912,"score_gpt":0.3547833862516189,"score_spread":0.2992669318157797,"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."}}