{"id":"W2005079914","doi":"10.1038/bmt.2010.248","title":"Impact of critical care outreach on hematopoietic stem cell transplant recipients: a cohort study","year":2010,"lang":"en","type":"article","venue":"Bone Marrow Transplantation","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; CancerCare Manitoba; Ottawa Hospital; University of Ottawa","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Cohort; Intensive care unit; Retrospective cohort study; Incidence (geometry); Hematopoietic stem cell transplantation; Cohort study; Intensive care; Internal medicine; Transplantation; Emergency medicine; Intensive care medicine; Pediatrics","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":[],"consensus_categories":[],"category_scores_codex":[0.0001738983,0.0002562051,0.000482139,0.0001653223,0.00007199509,0.00001593003,0.00006278465,0.0001215708,0.000180716],"category_scores_gemma":[0.000006596492,0.0001946449,0.0002547877,0.0001421533,0.00005732809,0.00006317733,0.000003134806,0.0002381279,0.00003383919],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008674851,"about_ca_system_score_gemma":0.00007602413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002848022,"about_ca_topic_score_gemma":0.0001538439,"domain_scores_codex":[0.9983267,0.00007315708,0.0004324971,0.0003942272,0.0004943085,0.0002790968],"domain_scores_gemma":[0.99905,0.0001913458,0.00007331028,0.0003686532,0.0001355207,0.0001811675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009655078,0.00511576,0.9742315,0.0004192042,0.0001355115,0.0003564948,0.009806916,0.000009231818,0.008084022,0.00005819368,0.00002638766,0.0007912581],"study_design_scores_gemma":[0.004321195,0.003336998,0.971316,0.0001889269,0.001436609,0.0001377635,0.0009065476,0.00001387749,0.01816162,0.000008141437,0.000002828493,0.0001694935],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962794,0.00009757154,0.00003836667,0.0001002493,0.000209279,0.001257847,0.0002183101,0.00005440362,0.00174458],"genre_scores_gemma":[0.9992207,0.00005690458,0.0001016728,0.00003163988,0.00004039394,0.0001688291,0.0003030034,0.00003434345,0.00004247927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100776,"threshold_uncertainty_score":0.793739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03320521337778017,"score_gpt":0.338464843574675,"score_spread":0.3052596301968948,"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."}}