{"id":"W2775499080","doi":"10.1097/mlr.0000000000000860","title":"Weekend Surgical Care and Postoperative Mortality","year":2017,"lang":"en","type":"review","venue":"Medical Care","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates","keywords":"Medicine; Weekend effect; Thursday; Confidence interval; Odds ratio; Elective surgery; Odds; Emergency medicine; General surgery; Surgery; Logistic regression; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001534102,0.0004084944,0.002287464,0.0000717922,0.0002115265,0.00004470689,0.0002441365,0.0007540831,0.001201995],"category_scores_gemma":[0.0008284463,0.0002352128,0.000540249,0.0000640758,0.000284298,0.00003612705,0.0002744354,0.0009545886,0.00006714065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001329556,"about_ca_system_score_gemma":0.001276436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006048542,"about_ca_topic_score_gemma":0.00004969807,"domain_scores_codex":[0.9977995,0.0001138605,0.0004617925,0.0005236368,0.0007969597,0.0003042302],"domain_scores_gemma":[0.997803,0.0001305678,0.0001291959,0.0006492635,0.0001659883,0.00112193],"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":[0.000004095338,0.0000195844,0.0008264675,0.01699199,0.0001029232,0.003154048,0.0005691508,3.812225e-10,1.872671e-9,0.0001234305,0.0005734095,0.9776349],"study_design_scores_gemma":[0.0005521521,0.0002793645,0.0004511132,0.01600905,0.0008944679,0.0004964519,0.0008302151,2.077593e-7,1.402107e-7,0.000001708938,0.9802318,0.0002533673],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003066683,0.9686612,2.72868e-7,0.0003063008,0.0003575749,0.0006306843,0.0001338048,0.00004539343,0.02955813],"genre_scores_gemma":[0.0009481515,0.9963498,0.00003380498,0.000137456,0.0005135269,0.00004486239,0.0006150603,0.00004157588,0.001315784],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9796584,"threshold_uncertainty_score":0.999711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08928732927176602,"score_gpt":0.4508306998171289,"score_spread":0.3615433705453629,"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."}}