{"id":"W2971095520","doi":"10.1186/s13054-019-2568-5","title":"Outcomes of hospitalized hematologic oncology patients receiving rapid response system activation for acute deterioration","year":2019,"lang":"en","type":"article","venue":"Critical Care","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut du Savoir Montfort; Sinai Health System; University of Toronto; McMaster University; Impact; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Internal medicine; Odds ratio; Systemic inflammatory response syndrome; Emergency medicine; Intensive care medicine; Sepsis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006495982,0.0001916631,0.000292189,0.0004941336,0.0003678609,0.0006563368,0.0002511875,0.0002058519,0.001046561],"category_scores_gemma":[0.003618221,0.0001227823,0.0003201807,0.0006604657,0.0002550517,0.0004021424,0.0005329222,0.0004848126,0.0001002444],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009919524,"about_ca_system_score_gemma":0.0007329122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004033911,"about_ca_topic_score_gemma":0.007071625,"domain_scores_codex":[0.999392,0.0001423112,0.0001254216,0.00007644443,0.0001234329,0.0001403553],"domain_scores_gemma":[0.9963876,0.0004167644,0.00241621,0.0000787498,0.0002965214,0.0004042391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000677817,0.00002164277,0.9988278,0.00001121795,0.00001519555,0.00009107499,0.00006296024,0.00004370001,0.00004144803,0.00001098869,0.0001039653,0.0007022173],"study_design_scores_gemma":[0.000007777386,0.0001322356,0.9987854,0.00001957664,0.00001829059,0.0003452956,0.0002750514,0.0001931021,0.00006805585,0.00002833388,0.0001228622,0.000003891347],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992298,0.0001698881,0.00003502518,0.00006630771,0.000005070148,0.00001084388,0.0002083286,0.000002386239,0.0002723238],"genre_scores_gemma":[0.9994884,0.00007438254,0.00003172172,0.0000247398,0.000006479071,0.00000543213,0.0003392996,4.93455e-7,0.00002904804],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004033911,"threshold_uncertainty_score":0.008020878,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0585042839559967,"score_gpt":0.4034384229826628,"score_spread":0.3449341390266661,"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."}}