{"id":"W4285731501","doi":"10.1177/11207000221111101","title":"Causes and predictors of failed same-day home discharge following primary hip and knee total joint arthroplasty: a Canadian perspective","year":2022,"lang":"en","type":"article","venue":"Hip International","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; McMaster University","funders":"","keywords":"Medicine; Perioperative; Cohort; Arthroplasty; Demographics; Joint arthroplasty; Surgery; Cohort study; Internal medicine; Demography","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004377586,0.0003516502,0.0003456894,0.00148757,0.001193621,0.0009104178,0.0007530539,0.0005788816,0.002585123],"category_scores_gemma":[0.002307377,0.000283405,0.0005691902,0.002224468,0.0005792947,0.000336505,0.0007949963,0.0008774641,0.0001549408],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00626624,"about_ca_system_score_gemma":0.01041795,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8359431,"about_ca_topic_score_gemma":0.8801751,"domain_scores_codex":[0.9993675,0.00004071399,0.00004268263,0.00007058975,0.0002441459,0.0002343854],"domain_scores_gemma":[0.9975759,0.000161239,0.0009344703,0.00004172856,0.000622865,0.000663712],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000242331,0.00001178437,0.9977343,0.00001841003,0.00002212697,0.0001624294,0.00008601539,0.00004981727,0.00005351947,0.0000256553,0.0002431685,0.001568558],"study_design_scores_gemma":[0.000002290359,0.00001868853,0.9987937,0.00002836756,0.000013998,0.0003137532,0.0004181114,0.0001606723,0.00001439719,0.00001333739,0.0002154873,0.000007028633],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994589,0.001919807,0.00006942183,0.0006202366,0.00001716178,0.00001891862,0.001198294,0.000005580752,0.001561565],"genre_scores_gemma":[0.9980482,0.001124844,0.00007946166,0.00006245457,0.00002284671,0.00000372209,0.0005446682,0.000001699877,0.0001121056],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9937338,"threshold_uncertainty_score":0.3300461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009874055499306958,"score_gpt":0.229896244744375,"score_spread":0.2200221892450681,"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."}}