{"id":"W2381916258","doi":"10.1016/s0140-6736(16)30505-0","title":"Is hospital mortality higher at weekends? If so, why?","year":2016,"lang":"en","type":"letter","venue":"The Lancet","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000190251,0.000390346,0.001036914,0.00004557972,0.0001696857,0.00004716801,0.0005142049,0.0005406754,0.009723911],"category_scores_gemma":[0.00004903225,0.000181136,0.000361144,0.00008923018,0.0002174155,0.00005090317,0.000261375,0.001120887,0.0019856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001414568,"about_ca_system_score_gemma":0.00008166894,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008350756,"about_ca_topic_score_gemma":0.00000298078,"domain_scores_codex":[0.997925,0.00006253707,0.0003074481,0.0004575636,0.0005611845,0.000686268],"domain_scores_gemma":[0.9977727,0.0001157895,0.0001716714,0.001739179,0.00006405821,0.0001366294],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002458155,0.00001909723,0.02677664,0.0001433302,0.0002310349,0.0003840042,0.0001218434,6.582722e-9,0.00001882014,0.00004926627,0.9716467,0.0005847039],"study_design_scores_gemma":[0.0009405088,0.000127233,0.1006039,0.0002565997,0.0002142484,0.00001812039,0.000004348906,5.558383e-7,0.00008379274,0.000492141,0.8969781,0.0002804411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02149482,0.0005598688,0.000003473709,0.9436284,0.001532728,0.0003623906,0.0003443648,0.0001471303,0.0319268],"genre_scores_gemma":[0.008485158,0.0002120588,0.00004311136,0.7472099,0.02656202,0.00002806234,0.0001340244,0.00006872788,0.2172569],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1964185,"threshold_uncertainty_score":0.9987915,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04047404477846851,"score_gpt":0.3091813379467616,"score_spread":0.2687072931682931,"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."}}