{"id":"W3195340161","doi":"10.1245/s10434-021-10705-8","title":"A Population-Based Analysis of Long-Term Outcomes Among Older Adults Requiring Unexpected Intensive Care Unit Admission After Cancer Surgery","year":2021,"lang":"en","type":"article","venue":"Annals of Surgical Oncology","topic":"Frailty in Older Adults","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Health Sciences Centre; Public Health Ontario; University of Toronto; Institute for Clinical Evaluative Sciences; Sunnybrook Health Science Centre","funders":"Ontario Institute for Cancer Research","keywords":"Medicine; Intensive care unit; Hazard ratio; Confidence interval; Mechanical ventilation; Proportional hazards model; Population; Cohort; Cohort study; Emergency medicine; Surgery; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001271024,0.0005007963,0.000745616,0.001665128,0.0007543338,0.001188837,0.0005184415,0.0008645287,0.001084264],"category_scores_gemma":[0.002999605,0.0003862768,0.001737469,0.002172325,0.0004339729,0.001027165,0.001044996,0.0009568116,0.000201973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006619652,"about_ca_system_score_gemma":0.0005392961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009674688,"about_ca_topic_score_gemma":0.01227777,"domain_scores_codex":[0.9989319,0.0002896824,0.0001675812,0.0002959141,0.0001378456,0.0001769692],"domain_scores_gemma":[0.9976408,0.0003997365,0.001007117,0.0002230224,0.0002567315,0.0004725448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003238271,0.00007748611,0.9983633,0.00001237457,0.0003868284,0.00006119114,0.00006613242,0.00003398966,0.0001184252,0.00001207856,0.00007014695,0.0004742261],"study_design_scores_gemma":[0.00002673775,0.0002562811,0.9988554,0.000005997607,0.0001442764,0.000120678,0.0002800883,0.000194528,0.00001782246,0.00001692205,0.00007456193,0.000006820034],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994218,0.00009886375,0.00004812926,0.00001588779,0.000005355902,0.000007370422,0.0002929798,0.000001513792,0.000108062],"genre_scores_gemma":[0.9992691,0.00005899691,0.00005087884,0.00002932966,0.00001349071,0.00001150195,0.0005091408,0.000001156272,0.00005645896],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009674688,"threshold_uncertainty_score":0.01923674,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07790551624980722,"score_gpt":0.4041750038378218,"score_spread":0.3262694875880146,"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."}}