{"id":"W2805298848","doi":"10.1213/ane.0000000000003504","title":"Starving Patients Before Cataract Surgery Under Regional Anesthesia: Needed or Not?","year":2018,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Regional anesthesia; Cataract surgery; Anesthesia; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005746986,0.0005373575,0.0009544052,0.0005104368,0.0002879142,0.0000775077,0.0002586654,0.0003361214,0.0005912984],"category_scores_gemma":[0.0001332681,0.0004265631,0.0004429107,0.0008516834,0.0002773558,0.0005036389,0.00003323922,0.0003638612,0.0005307714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002173364,"about_ca_system_score_gemma":0.0005430839,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003501433,"about_ca_topic_score_gemma":0.0001381202,"domain_scores_codex":[0.9964777,0.0001709397,0.0007953069,0.0007861359,0.0008813519,0.0008885892],"domain_scores_gemma":[0.9972973,0.0004760601,0.0003588758,0.0009376697,0.000486647,0.0004434581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009095706,0.001578758,0.8167832,0.0004248995,0.0006403087,0.008098396,0.001497396,0.000006834652,0.001269719,0.0003784751,0.1397729,0.02045338],"study_design_scores_gemma":[0.0008559028,0.0007238738,0.9577835,0.0004954337,0.0002153357,0.003260592,0.0002997724,0.00009243008,0.0031503,0.0001082643,0.03239921,0.0006153762],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887459,0.0001003049,0.000169565,0.01007313,0.0001093571,0.0004099897,0.000001311789,0.0002471887,0.0001433056],"genre_scores_gemma":[0.9721432,0.00007102247,0.0006012057,0.02382802,0.0008622311,0.00004171168,0.0001831739,0.0001311749,0.002138238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1410003,"threshold_uncertainty_score":0.9998186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02985832186707077,"score_gpt":0.2668320886049057,"score_spread":0.2369737667378349,"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."}}