{"id":"W4413788722","doi":"10.1159/000548157","title":"In Need of Structured Recovery, Ocular Oncology Needs Enhanced Recovery after Surgery","year":2025,"lang":"en","type":"article","venue":"Ocular Oncology and Pathology","topic":"Enhanced Recovery After Surgery","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Medical physics; Optometry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001572971,0.0002668898,0.0003494376,0.0004747301,0.002673393,0.002576931,0.0005883578,0.001384841,0.01653695],"category_scores_gemma":[0.005789739,0.0001022343,0.0004360853,0.0003646257,0.001242828,0.001799581,0.0033414,0.003176932,0.001962942],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001532722,"about_ca_system_score_gemma":0.00865649,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002178991,"about_ca_topic_score_gemma":0.009465345,"domain_scores_codex":[0.9984698,0.0003870154,0.00009486971,0.0001027008,0.0003822302,0.0005634823],"domain_scores_gemma":[0.9917612,0.001203771,0.001227063,0.0002453254,0.0009082932,0.004654219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005145777,0.00217777,0.07710203,0.002069578,0.000161972,0.01081194,0.01092676,0.0008789579,0.003914557,0.01966426,0.1921438,0.6796338],"study_design_scores_gemma":[0.000192474,0.002424221,0.2336069,0.004338503,0.0001290322,0.03878474,0.08522104,0.0009905894,0.001667125,0.05598285,0.5763454,0.0003169766],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3668672,0.01867049,0.008217915,0.3846886,0.006588532,0.0003851946,0.0003642375,0.0005616801,0.2136562],"genre_scores_gemma":[0.8810301,0.0156542,0.01731485,0.04797428,0.004334859,0.000252952,0.0004905448,0.0001407819,0.03280731],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01653695,"threshold_uncertainty_score":0.05532163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009039869701622,"score_gpt":0.2800644316387092,"score_spread":0.2710245619370872,"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."}}