{"id":"W2270511541","doi":"10.1097/aln.0000000000001024","title":"Use of Intensive Care Services for Medicare Beneficiaries Undergoing Major Surgical Procedures","year":2016,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"National Institute on Aging; Agency for Healthcare Research and Quality","keywords":"Medicine; Intensive care; Emergency medicine; Abdominal aortic aneurysm; Intensive care medicine; Surgery; Aneurysm","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":[0.0004204978,0.0002239389,0.0002223954,0.001336099,0.0003100014,0.0003888299,0.0003286457,0.000201568,0.004381141],"category_scores_gemma":[0.002560436,0.0001250036,0.0003387906,0.001307976,0.0001487999,0.0002966594,0.0005335675,0.0004502108,0.0002516787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005326297,"about_ca_system_score_gemma":0.0004505992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008547385,"about_ca_topic_score_gemma":0.009908793,"domain_scores_codex":[0.9994356,0.0001162262,0.00009858689,0.00008281684,0.0001793196,0.00008748211],"domain_scores_gemma":[0.9957591,0.0005410435,0.002771541,0.000113123,0.0003167408,0.0004985499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003979765,0.00002065965,0.997435,0.00001815413,0.00006830438,0.00002016857,0.00001650314,0.00003934371,0.00006635091,0.00002241276,0.0006008951,0.001652405],"study_design_scores_gemma":[0.000004023116,0.0000207238,0.9995104,0.000008381191,0.00001267551,0.00006233385,0.00002416246,0.00009559211,0.00002773113,0.00001255719,0.0002199217,0.000001368825],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9867224,0.000694213,0.0001143506,0.0002385816,0.00002655478,0.00003471346,0.01040669,0.0000129187,0.001749521],"genre_scores_gemma":[0.9944125,0.0002483058,0.0001268498,0.0001134535,0.00005606082,0.00003592363,0.004523961,0.000001890689,0.0004809932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008547385,"threshold_uncertainty_score":0.01699531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02307260444168223,"score_gpt":0.2796440863897122,"score_spread":0.25657148194803,"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."}}