{"id":"W3172535410","doi":"","title":"Secondary Surgery in Eyes with Failed Primary Vitrectomy for Idiopathic Macular Hole","year":2020,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Vitrectomy; Medicine; Macular hole; Ophthalmology; Visual acuity","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001298812,0.0002822698,0.0007682876,0.0002813874,0.0001812999,0.00003546601,0.0002236295,0.0001220086,0.00006808315],"category_scores_gemma":[0.001236832,0.0002160537,0.0001394025,0.00152551,0.003090356,0.0003494576,0.0001307197,0.000410978,0.00002889351],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001113333,"about_ca_system_score_gemma":0.00192003,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004773777,"about_ca_topic_score_gemma":0.000001485159,"domain_scores_codex":[0.9974154,0.00017049,0.0004236651,0.0008605184,0.0004817873,0.000648141],"domain_scores_gemma":[0.9984779,0.000352531,0.0001815226,0.0001834834,0.0002413747,0.0005632114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0005738809,0.0001210203,0.3151515,0.000268238,0.00003240507,0.001810139,0.0006639154,0.000008979479,0.6803979,0.00003939651,0.0001059899,0.0008265554],"study_design_scores_gemma":[0.001175067,0.001557306,0.5623878,0.0003895441,0.00004932724,0.0005403569,0.0002897166,0.0004866277,0.4316446,0.0007082779,0.0003576596,0.0004136487],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943802,0.000342252,0.0000315904,0.003274949,0.0001175923,0.0006819695,0.000009565278,0.00005784137,0.001103998],"genre_scores_gemma":[0.9949375,0.000006820072,0.001751034,0.002927938,0.0001150056,0.0001449336,0.00002536935,0.00002790336,0.00006354493],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2487533,"threshold_uncertainty_score":0.9996226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04465535112362946,"score_gpt":0.3134211013538805,"score_spread":0.2687657502302511,"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."}}