{"id":"W2939772063","doi":"10.3171/2019.1.jns183185","title":"Association between weekend admissions and mortality after aneurysmal subarachnoid hemorrhage: the “weekend effect” revisited","year":2019,"lang":"en","type":"article","venue":"Journal of neurosurgery","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto; SickKids Foundation; University of British Columbia; Hospital for Sick Children; University of Calgary","funders":"","keywords":"Medicine; Weekend effect; Subarachnoid hemorrhage; Association (psychology); Demography; Emergency medicine; Surgery","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":[],"consensus_categories":[],"category_scores_codex":[0.001187146,0.000192932,0.0006308121,0.0001920799,0.00009234464,0.00006272145,0.00009882299,0.0001290406,0.0003328953],"category_scores_gemma":[0.001925949,0.0001097759,0.0003062901,0.0003179231,0.00002273167,0.0002052902,0.00006826312,0.0006973771,0.00001971372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006219429,"about_ca_system_score_gemma":0.0001139746,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002952273,"about_ca_topic_score_gemma":2.531615e-7,"domain_scores_codex":[0.9980597,0.0002357393,0.0006468075,0.0001918018,0.0005908201,0.0002751571],"domain_scores_gemma":[0.9976307,0.0009011462,0.0005554899,0.0003033571,0.0001512185,0.0004580617],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001510929,0.00005725782,0.9929752,0.0002296161,0.00004343778,0.0005480217,0.00003371915,5.595308e-7,0.003132334,0.000001375755,0.0007572632,0.002070135],"study_design_scores_gemma":[0.00071698,0.0005578984,0.9944748,0.00005598001,0.000573357,0.0004854342,0.00001689474,0.00002803662,0.0009440106,0.00001821694,0.002018109,0.0001102807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930805,0.0005576161,0.000003231558,0.005326675,0.0005416156,0.0002608679,0.00002028632,0.00001844913,0.0001907725],"genre_scores_gemma":[0.9964134,0.00002822361,0.00002928834,0.001052983,0.0004632825,0.000002420035,0.000004754097,0.00002558357,0.001980091],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004273693,"threshold_uncertainty_score":0.4476532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01173236509914768,"score_gpt":0.2709323165018627,"score_spread":0.259199951402715,"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."}}