{"id":"W2069380064","doi":"10.1056/nejmsa003376","title":"Mortality among Patients Admitted to Hospitals on Weekends as Compared with Weekdays","year":2001,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":1075,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Weekend effect; Pulmonary embolism; Emergency medicine; Hip fracture; Mortality rate; Myocardial infarction; Pediatrics; Internal medicine; Osteoporosis","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004516054,0.0002479217,0.0008095356,0.0003019844,0.00006554407,0.0000115725,0.0001582768,0.00007051782,0.0009127293],"category_scores_gemma":[0.0007358291,0.0001315964,0.00009691187,0.0004037068,0.00008529073,0.0001017505,0.00002387358,0.0004146194,0.0000299179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008022704,"about_ca_system_score_gemma":0.0001720064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002469195,"about_ca_topic_score_gemma":0.00003775156,"domain_scores_codex":[0.9977584,0.00005654305,0.0006590703,0.0001983578,0.001022506,0.0003051523],"domain_scores_gemma":[0.9976654,0.0001298451,0.0003191401,0.0002944982,0.0003918817,0.001199238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00205934,0.0003062261,0.9553632,0.00001699141,0.0001822608,0.001001002,0.0007652727,0.00002383887,0.00009708384,0.00003384097,0.01034427,0.02980672],"study_design_scores_gemma":[0.04118954,0.01452487,0.9056342,0.001100669,0.0002504664,0.0003183872,0.0002376725,0.000009195805,0.0001447089,0.00009064767,0.03635168,0.0001479347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9787063,0.0001375383,0.0001001946,0.01086873,0.0004895991,0.0002900767,0.000002402819,0.00002349755,0.009381683],"genre_scores_gemma":[0.9935167,0.00007443059,0.0002205308,0.002512475,0.001332974,0.000001703035,0.0000135355,0.00002713507,0.002300544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04972893,"threshold_uncertainty_score":0.9993746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01857035317769597,"score_gpt":0.29840674185518,"score_spread":0.2798363886774841,"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."}}