{"id":"W2891880403","doi":"10.1007/s00264-018-4100-y","title":"Defining growth potential and barriers to same day discharge total knee arthroplasty","year":2018,"lang":"en","type":"article","venue":"International Orthopaedics","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Ottawa Hospital","funders":"","keywords":"Medicine; Emergency department; Total knee arthroplasty; Orthopedic surgery; Arthroplasty; Retrospective cohort study; Emergency medicine; Medical record; Demographics; Outpatient surgery; Population; Ambulatory; Physical therapy; Surgery; Internal medicine","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002643846,0.0002233348,0.0002584206,0.0002408322,0.00019244,0.0000680357,0.0000736016,0.00009281344,0.001357192],"category_scores_gemma":[0.001612661,0.0002024609,0.0001268678,0.0001695488,0.0002591827,0.0002428466,0.0002295189,0.0002607248,0.0005774084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007206664,"about_ca_system_score_gemma":0.0001537487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003792113,"about_ca_topic_score_gemma":0.00005406585,"domain_scores_codex":[0.998228,0.00003758721,0.0003502126,0.0004154051,0.0006305365,0.0003383167],"domain_scores_gemma":[0.9986711,0.00009965119,0.00008642021,0.0001955886,0.0002861611,0.0006610691],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004367748,0.0000864576,0.9659989,0.00002389671,0.0003157158,0.0001974018,0.001500728,0.00001341293,0.001265332,0.01082793,0.006017953,0.01331543],"study_design_scores_gemma":[0.003661605,0.001011084,0.9442622,0.0001682445,0.0001124491,0.001312755,0.0006255911,0.001443724,0.0006286388,0.0002777504,0.04602575,0.0004702102],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818334,0.00009025657,0.003118721,0.006951144,0.003343989,0.0002542866,0.0001098272,0.000131726,0.004166638],"genre_scores_gemma":[0.9896272,0.0000182643,0.003327179,0.00284744,0.001065827,0.00001511143,0.00005206235,0.0000421564,0.003004773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04000779,"threshold_uncertainty_score":0.9995557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006042497624915428,"score_gpt":0.2496553650996671,"score_spread":0.2436128674747517,"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."}}