{"id":"W2021374232","doi":"10.1213/ane.0b013e31824e2d20","title":"Acute Kidney Injury After Lung Resection Surgery","year":2012,"lang":"en","type":"article","venue":"Anesthesia & Analgesia","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health; Vancouver Coastal Health Research Institute; University of British Columbia","funders":"","keywords":"Medicine; Acute kidney injury; Perioperative; Odds ratio; Surgery; Pneumonectomy; Kidney disease; Wedge resection; Renal replacement therapy; Retrospective cohort study; Confidence interval; Incidence (geometry); Lung; Internal medicine; Resection","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009735744,0.0003145841,0.000536092,0.0005335237,0.0001464819,0.00004893472,0.0001576299,0.0002761547,0.002095195],"category_scores_gemma":[0.0002294525,0.000272173,0.0003196495,0.0008033447,0.0001462723,0.0005272533,0.00005052365,0.0005016896,0.0009656814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002110502,"about_ca_system_score_gemma":0.00040499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005093064,"about_ca_topic_score_gemma":6.667706e-7,"domain_scores_codex":[0.9971609,0.000197147,0.0004283339,0.000393774,0.000785791,0.001034035],"domain_scores_gemma":[0.9975154,0.000104078,0.0001043086,0.0007509895,0.0001873999,0.001337866],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001680793,0.0001869177,0.4501979,0.0001136522,0.0002288776,0.0006756891,0.0001375609,6.959876e-9,0.002529963,0.00009313125,0.5431747,0.0009808295],"study_design_scores_gemma":[0.0006466745,0.0003744276,0.6640022,0.0002696589,0.0007066354,0.00445154,0.00005672604,0.00007992839,0.02119395,0.00005049132,0.3075828,0.0005849214],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9762139,0.0006291853,0.00007134789,0.01926395,0.0001861159,0.0005592924,0.00002927475,0.0002434926,0.002803482],"genre_scores_gemma":[0.9847161,0.000303982,0.0003365587,0.008078326,0.001068422,0.000208744,0.0002190928,0.00009216631,0.004976599],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2355919,"threshold_uncertainty_score":0.9999731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01801934618256118,"score_gpt":0.3120463762232668,"score_spread":0.2940270300407056,"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."}}