{"id":"W3121092014","doi":"10.1155/2021/8832538","title":"Revision Surgery for Idiopathic Macular Hole after Failed Primary Vitrectomy","year":2021,"lang":"en","type":"article","venue":"Journal of Ophthalmology","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Hôpital du Saint-Sacrement","funders":"","keywords":"Medicine; Vitrectomy; Visual acuity; Surgery; Presentation (obstetrics); Cohort; Macular hole; Vitreoretinal surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001311471,0.000158036,0.0009524425,0.0002093155,0.00003899531,0.00001603039,0.00006573731,0.0001733155,0.0004477905],"category_scores_gemma":[0.0008485634,0.0001204626,0.0008015906,0.0001945385,0.00005415014,0.0000999389,0.00004868992,0.0003141082,0.0000176407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006568743,"about_ca_system_score_gemma":0.0004946764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001225442,"about_ca_topic_score_gemma":3.123935e-8,"domain_scores_codex":[0.9982774,0.0002134401,0.0007316579,0.0002033732,0.0002914085,0.0002826965],"domain_scores_gemma":[0.9982398,0.00035856,0.0003704209,0.0002152496,0.000631508,0.0001845255],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01112013,0.001336343,0.4238426,0.003080714,0.001050119,0.4052142,0.0001816213,0.00001227317,0.1126425,0.00005017942,0.01347414,0.0279952],"study_design_scores_gemma":[0.003446619,0.001476194,0.4693945,0.002555524,0.0009148253,0.4045129,0.00009471449,0.00003842646,0.03454054,0.0007822032,0.08173861,0.0005048856],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832175,0.01241208,0.0006303017,0.001986699,0.0008867669,0.000140747,0.000004013099,0.00000716192,0.0007147273],"genre_scores_gemma":[0.9949155,0.0002893055,0.002632849,0.0005138339,0.0006554217,0.000009344849,0.00001535949,0.00002985081,0.0009385246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07810195,"threshold_uncertainty_score":0.4912323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02602935226953664,"score_gpt":0.2965789104581235,"score_spread":0.2705495581885868,"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."}}