{"id":"W4244069931","doi":"10.1097/01.sa.0000431222.21812.3e","title":"Acute Kidney Injury After Lung Resection Surgery","year":2013,"lang":"en","type":"article","venue":"Survey of Anesthesiology","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Anesthesiology; Columbia university; Family medicine; Emergency medicine; General surgery; Anesthesia; Media studies","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":[0.0005365898,0.0001759458,0.0007266811,0.0008030667,0.001212596,0.0009517084,0.0004404421,0.0004235424,0.002806676],"category_scores_gemma":[0.003524614,0.0002080201,0.0005137858,0.001785862,0.0004052366,0.0003784416,0.0006346663,0.00143639,0.0003009209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003514448,"about_ca_system_score_gemma":0.005483628,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3657719,"about_ca_topic_score_gemma":0.5322745,"domain_scores_codex":[0.9985977,0.0001448352,0.0001962646,0.0001130705,0.0005287026,0.0004194033],"domain_scores_gemma":[0.9963191,0.0002593162,0.0009218298,0.0001240798,0.001043551,0.001332238],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001324328,0.00004639823,0.9952406,0.00006299174,0.00006991054,0.0001873263,0.00004429571,0.00003894965,0.00005641527,0.00002481399,0.001119319,0.00297663],"study_design_scores_gemma":[0.0000118673,0.00004468486,0.9986944,0.00005994654,0.00002729916,0.000266556,0.0001912048,0.00005299762,0.0000378301,0.00002605895,0.0005805483,0.000006712833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9847456,0.00485808,0.0001478131,0.001236035,0.00009624173,0.0000934628,0.003419177,0.00001503801,0.005388444],"genre_scores_gemma":[0.9940997,0.001948694,0.00007957439,0.0002847913,0.00007502927,0.00002030995,0.002379732,0.000003102876,0.001109019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3657719,"threshold_uncertainty_score":0.7272859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01734426624636014,"score_gpt":0.2780904836162005,"score_spread":0.2607462173698403,"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."}}