{"id":"W3081330073","doi":"10.1055/s-0040-1715125","title":"Enhanced Recovery after Surgery for Knee Arthroplasty in the Era of COVID-19","year":2020,"lang":"en","type":"review","venue":"The Journal of Knee Surgery","topic":"Anesthesia and Pain Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Coronavirus disease 2019 (COVID-19); Perioperative; Arthroplasty; Quarter (Canadian coin); Pandemic; Total knee arthroplasty; Surgery; Complication; General surgery; Internal medicine; Disease","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":[],"consensus_categories":[],"category_scores_codex":[0.008925114,0.0003976702,0.00321751,0.000431193,0.00006000752,0.00002144779,0.0002069744,0.0001971559,0.0001746942],"category_scores_gemma":[0.002318388,0.0001971395,0.002244367,0.0006023872,0.0001302965,0.00008509756,0.00003710846,0.0008866783,0.00001751858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001498607,"about_ca_system_score_gemma":0.002103981,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001099281,"about_ca_topic_score_gemma":0.000006486529,"domain_scores_codex":[0.9955181,0.001335968,0.001996074,0.0001878948,0.0006145188,0.0003474464],"domain_scores_gemma":[0.9784825,0.01879526,0.001927787,0.0004878731,0.0001239929,0.0001825352],"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":[0.002513665,0.0001908414,0.0005562699,0.02818603,0.0009477716,0.000862557,0.0005857571,0.00001300208,7.054865e-7,0.00001566201,0.06963991,0.8964878],"study_design_scores_gemma":[0.0002660825,0.00026692,0.000378935,0.01201364,0.00175801,0.0006790295,0.0002252346,0.000001721238,9.898738e-7,0.00008549307,0.9841352,0.0001887981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009050762,0.9924002,0.001184217,0.00370866,0.0004927791,0.001218263,0.0000116706,0.00000929242,0.00006985055],"genre_scores_gemma":[0.002103339,0.9919397,0.00005923637,0.004759439,0.0007690446,0.00008375366,0.00001935166,0.00005869387,0.0002074021],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9144952,"threshold_uncertainty_score":0.8039117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05412013209646945,"score_gpt":0.3154255008874223,"score_spread":0.2613053687909528,"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."}}