{"id":"W2999559326","doi":"10.1097/aln.0000000000003123","title":"Socioeconomic Status and Days Alive and Out of Hospital after Major Elective Noncardiac Surgery","year":2020,"lang":"en","type":"article","venue":"Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":74,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; Socioeconomic status; Household income; Demography; Surgery; Population; Environmental health","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":[0.0007379737,0.0002089289,0.0001802858,0.0007777847,0.000397239,0.0004850502,0.0003098711,0.0002534624,0.001393552],"category_scores_gemma":[0.00381177,0.0001159852,0.0003688902,0.0006619327,0.000275516,0.0003893208,0.0007184419,0.0005746221,0.0001326897],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004190373,"about_ca_system_score_gemma":0.0003502329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005449355,"about_ca_topic_score_gemma":0.009239217,"domain_scores_codex":[0.9995174,0.0001053134,0.0001080521,0.00005354129,0.0001096451,0.0001060326],"domain_scores_gemma":[0.996756,0.0003556697,0.001775775,0.00008579438,0.0002821313,0.00074458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002906264,0.00001270205,0.9994749,0.000004265643,0.00002291274,0.00001982665,0.0000197377,0.00001280599,0.00001428972,0.000005542503,0.00005999808,0.0003239095],"study_design_scores_gemma":[0.000002233723,0.00002919425,0.9997084,0.000004648869,0.000007585737,0.00005666247,0.00007470293,0.00004520331,0.00001042702,0.000008325179,0.00005083058,0.000001696133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999044,0.0001415405,0.00002316271,0.00008334151,0.000009070768,0.000004397834,0.0003547059,0.000001153186,0.0003385741],"genre_scores_gemma":[0.9995711,0.00005394899,0.00001795716,0.0000135716,0.000006886227,0.000002684623,0.0002970328,5.331721e-7,0.00003623957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005449355,"threshold_uncertainty_score":0.01083529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009837206615091264,"score_gpt":0.2325949600543432,"score_spread":0.2227577534392519,"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."}}