{"id":"W4406296618","doi":"10.1097/ccm.0000000000006496","title":"Critical Care Therapy After Cytoreductive Nephrectomy for Metastatic Kidney Cancer","year":2024,"lang":"en","type":"article","venue":"Critical Care Medicine","topic":"Renal cell carcinoma treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Nephrectomy; Renal replacement therapy; Comorbidity; Odds ratio; Percutaneous endoscopic gastrostomy; Cancer; Internal medicine; Mortality rate; Kidney disease; Surgery; Kidney","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":[0.0006723893,0.0001567939,0.0002035477,0.000518263,0.0002277704,0.0004689991,0.0003999841,0.0003330965,0.001008881],"category_scores_gemma":[0.00462253,0.0001126814,0.0003597936,0.0006496227,0.0002064201,0.0004096026,0.0004127897,0.0005174254,0.00009887769],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009654352,"about_ca_system_score_gemma":0.0006927625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006436297,"about_ca_topic_score_gemma":0.01033897,"domain_scores_codex":[0.9994597,0.0001224832,0.00006563235,0.000110086,0.0001375375,0.0001045708],"domain_scores_gemma":[0.9962181,0.0004535347,0.002834728,0.00006425616,0.0001796182,0.000249747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007400706,0.00001797699,0.9984112,0.00001322833,0.00004038337,0.00003350399,0.00002085958,0.00007157648,0.0000619232,0.00001164078,0.00008329531,0.001160438],"study_design_scores_gemma":[0.000004753703,0.00006142614,0.9992951,0.000008224119,0.00001542465,0.0001565003,0.00004746191,0.0002054732,0.00007788071,0.00001215539,0.0001137221,0.00000182488],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987605,0.0004911271,0.00009271875,0.00007962644,0.00000745701,0.000007515961,0.0002752741,0.000002801042,0.0002829563],"genre_scores_gemma":[0.9993718,0.0001255324,0.00004954567,0.00002087755,0.00001222765,0.00000391732,0.000362834,7.771017e-7,0.00005252065],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006436297,"threshold_uncertainty_score":0.01279765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04708806422253163,"score_gpt":0.3924969495502811,"score_spread":0.3454088853277495,"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."}}