{"id":"W2599437908","doi":"10.1097/icb.0000000000000576","title":"MASSIVE SUBRETINAL GAS AFTER VITRECTOMY SURGERY: MECHANISM AND MANAGEMENT","year":2017,"lang":"en","type":"article","venue":"Retinal Cases & Brief Reports","topic":"Retinal and Macular Surgery","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Dalhousie University","funders":"","keywords":"Vitrectomy; Pars plana; Medicine; Retinal detachment; Ophthalmology; Retinal; Macular hole; Complication; Surgery; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008209967,0.0003494208,0.0006646309,0.0001687475,0.0003736662,0.0001908297,0.00007460342,0.0001217238,0.000359541],"category_scores_gemma":[0.0004606376,0.0003012034,0.000343748,0.00007581479,0.0002449373,0.0001787943,0.0002592028,0.0002307294,0.00002231575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006278972,"about_ca_system_score_gemma":0.00009874252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002942518,"about_ca_topic_score_gemma":0.00001527673,"domain_scores_codex":[0.9974322,0.00006609456,0.0005824326,0.0007509437,0.000626431,0.0005418516],"domain_scores_gemma":[0.9976497,0.0001250017,0.0005825855,0.001062814,0.0001712289,0.0004086444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"observational","study_design_scores_codex":[0.001672175,0.0001642465,0.3094307,0.0008486061,0.0002309039,0.6596974,0.00005251596,8.482358e-8,0.0008376514,0.001310788,0.005883183,0.01987175],"study_design_scores_gemma":[0.0006791007,0.000374608,0.7098007,0.001630473,0.0009367784,0.1615445,0.0001038815,0.00002359048,0.006361621,0.003322606,0.1144377,0.0007844697],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850904,0.0008132606,0.00008090754,0.001848566,0.0004421082,0.0005281845,0.00000767756,0.00009465225,0.01109421],"genre_scores_gemma":[0.9943781,0.0008985771,0.0006239716,0.0004825232,0.0003162294,0.0001123331,0.00003567419,0.00005230179,0.003100231],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4981528,"threshold_uncertainty_score":0.999944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01793654099995149,"score_gpt":0.2681501664656787,"score_spread":0.2502136254657272,"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."}}