{"id":"W2801976162","doi":"10.1016/j.wneu.2018.04.061","title":"Health Care–Associated Infections after Subarachnoid Hemorrhage","year":2018,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Nosocomial Infections in ICU","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University Health Centre; McGill University; Montreal Neurological Institute and Hospital","funders":"","keywords":"Medicine; Incidence (geometry); Subarachnoid hemorrhage; Pneumonia; Intensive care unit; Diabetes mellitus; Neurointensive care; Epidemiology; Ventriculostomy; Internal medicine; Intraventricular hemorrhage; Pediatrics; Emergency medicine; Intensive care medicine; Surgery; Hydrocephalus","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":[0.0002459145,0.0002238097,0.0004263452,0.0006019702,0.0003560402,0.00004577311,0.00006247569,0.00008064448,0.0006088333],"category_scores_gemma":[0.000419674,0.0002271654,0.00022301,0.001432816,0.0002324159,0.0001142527,0.00006919485,0.0004472318,0.0005677375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670725,"about_ca_system_score_gemma":0.0002372893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001537633,"about_ca_topic_score_gemma":0.001019205,"domain_scores_codex":[0.9982184,0.0001497728,0.0004585953,0.0004035431,0.0002562052,0.0005135103],"domain_scores_gemma":[0.9986445,0.0001904033,0.0001582327,0.0005514807,0.0002022675,0.0002531524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003273461,0.001332194,0.8069363,0.0002682805,0.00006546149,0.0004191971,0.0006371568,0.000003440674,0.00728955,0.000181291,0.1673031,0.0152367],"study_design_scores_gemma":[0.002090522,0.001534372,0.6484276,0.0001921813,0.0002381852,0.0006971243,0.00006970719,0.00005371008,0.0298993,0.0001113427,0.3158039,0.0008820356],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9751408,0.0003554812,0.0000727888,0.004253404,0.003846115,0.0005127786,0.00003010828,0.0007215594,0.01506704],"genre_scores_gemma":[0.9841501,0.00001500823,0.0001367857,0.0108891,0.0009515986,0.0001017032,0.00003107848,0.00006688181,0.003657737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1585086,"threshold_uncertainty_score":0.9263535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472838935643263,"score_gpt":0.289986455660339,"score_spread":0.2752580663039064,"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."}}