{"id":"W3200306958","doi":"10.1007/s00134-021-06502-2","title":"Critical illness in patients with hematologic malignancy: a population-based cohort study","year":2021,"lang":"en","type":"article","venue":"Intensive Care Medicine","topic":"Neutropenia and Cancer Infections","field":"Medicine","cited_by":93,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre; St. Michael's Hospital; Sunnybrook Health Science Centre; Sinai Health System; Public Health Ontario; University Health Network; University of Toronto; Health Sciences Centre; Mount Sinai Hospital","funders":"","keywords":"Medicine; Internal medicine; Hazard ratio; Incidence (geometry); Hematologic malignancy; Population; Proportional hazards model; Cohort; Cumulative incidence; Confidence interval","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007410382,0.0005512449,0.000655245,0.0008794834,0.001261024,0.001497288,0.0006847066,0.001156463,0.002122796],"category_scores_gemma":[0.002055943,0.0008082549,0.001225625,0.001685051,0.0004600558,0.001485118,0.0009814865,0.001539837,0.0003544364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006477899,"about_ca_system_score_gemma":0.0007927152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0127745,"about_ca_topic_score_gemma":0.01479292,"domain_scores_codex":[0.9991323,0.0001837356,0.00007718398,0.0003025904,0.0001132845,0.0001909149],"domain_scores_gemma":[0.998843,0.0001300696,0.0004183601,0.0001667974,0.0001386567,0.0003031282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001619642,0.0001192081,0.9987135,0.000006162299,0.0001600504,0.0001168899,0.00009488544,0.00001812095,0.0001814908,0.00002135101,0.0001173072,0.00028914],"study_design_scores_gemma":[0.00003367179,0.0001952909,0.9982582,0.000008208294,0.0000975005,0.0004114358,0.0006344905,0.0001611421,0.00002384104,0.00002976148,0.0001364895,0.000009940337],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990377,0.0001561671,0.00008330976,0.00005797971,0.00001048885,0.00001610386,0.0004186947,0.000002355497,0.0002171768],"genre_scores_gemma":[0.9991633,0.0001268709,0.00006622298,0.00006100747,0.00001578381,0.00001873373,0.0004079002,0.00000231614,0.0001378617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0127745,"threshold_uncertainty_score":0.02540028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268257948025515,"score_gpt":0.3046642059980069,"score_spread":0.2919816265177517,"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."}}