{"id":"W2313059900","doi":"10.1097/iae.0000000000000410","title":"OPTICAL COHERENCE TOMOGRAPHY–BASED POSITIONING REGIMEN FOR MACULAR HOLE SURGERY","year":2015,"lang":"en","type":"article","venue":"Retina","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Macular hole; Regimen; Optical coherence tomography; Visual acuity; Surgery; Medical record; Ophthalmology; Vitrectomy","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":[0.0006491925,0.0002175071,0.0002588056,0.0004421934,0.0002780143,0.0003480988,0.0002255911,0.0003661018,0.0006544901],"category_scores_gemma":[0.005107438,0.000139817,0.0002758626,0.0003414954,0.000173269,0.0003272272,0.0002295743,0.0003270544,0.0001370808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000436065,"about_ca_system_score_gemma":0.0006864376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008682746,"about_ca_topic_score_gemma":0.002953907,"domain_scores_codex":[0.9993969,0.0001978902,0.000099797,0.00008294651,0.0001653029,0.00005711931],"domain_scores_gemma":[0.9972008,0.0005647145,0.001684984,0.00009895838,0.0002017388,0.0002488288],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001363805,0.0005920788,0.9536268,0.0001016054,0.00006342153,0.000359989,0.0000888049,0.0002173948,0.002564148,0.00001231826,0.0002503142,0.04075933],"study_design_scores_gemma":[0.0001840504,0.009590122,0.9842554,0.00005640788,0.0001150416,0.002974336,0.0001637188,0.0007643636,0.001012084,0.00001640547,0.0008542061,0.00001390492],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980872,0.0009797335,0.0002075571,0.00009982612,0.00001456849,0.00006819343,0.00006493499,0.000008781143,0.0004692839],"genre_scores_gemma":[0.9983949,0.0003451276,0.0009190721,0.0001186779,0.00003544753,0.00003996712,0.0000881931,0.00000175802,0.0000567375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008682746,"threshold_uncertainty_score":0.003433347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03820853410956867,"score_gpt":0.2859554207299894,"score_spread":0.2477468866204207,"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."}}