{"id":"W777724467","doi":"","title":"27-gauge system for primary vitrectomy to treat rhegmatogenous retinal detachment","year":2014,"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 de Montréal","funders":"","keywords":"Vitrectomy; Retinal detachment; Ophthalmology; Medicine; Retinal; 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":[],"consensus_categories":[],"category_scores_codex":[0.001687671,0.000308375,0.0006300178,0.0002943919,0.000408695,0.00004421312,0.0003270942,0.0001167183,0.00003281903],"category_scores_gemma":[0.0008236204,0.0002421952,0.0001585121,0.0008057281,0.001670838,0.0001448271,0.0001848855,0.0001788285,0.0001610269],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003884337,"about_ca_system_score_gemma":0.0005248116,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008019766,"about_ca_topic_score_gemma":7.346173e-7,"domain_scores_codex":[0.9971271,0.0001919883,0.0004255836,0.0008738873,0.0005840235,0.0007973931],"domain_scores_gemma":[0.9979758,0.0002803861,0.0001697578,0.0003623241,0.0003755993,0.000836116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003121199,0.0001541957,0.04443211,0.0003045273,0.00002430951,0.000270909,0.0004948611,0.000003701454,0.9514722,0.0009214398,0.0002581086,0.00135158],"study_design_scores_gemma":[0.001080255,0.003988573,0.1102434,0.0004167116,0.0001444368,0.004358946,0.0003087303,0.0002467808,0.8756312,0.0008789336,0.002236212,0.0004659208],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860601,0.00007212532,0.0001969976,0.0009898846,0.0004791773,0.001055342,0.00001258747,0.00009883597,0.0110349],"genre_scores_gemma":[0.9910611,0.00000113765,0.00658705,0.001018931,0.000189798,0.0002033388,0.00002076723,0.00002695322,0.0008909494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07584099,"threshold_uncertainty_score":0.9876433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03154303095680621,"score_gpt":0.3296362159257445,"score_spread":0.2980931849689383,"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."}}