{"id":"W2111631623","doi":"10.1186/cc5545","title":"Acute renal failure in obstetrics: risk factors and outcome","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Risk factor; Mortality rate; Intensive care medicine; Outcome (game theory); Acute kidney injury; Obstetrics; Emergency medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005269701,0.0002237835,0.0002954204,0.0006179502,0.0004250878,0.0004866999,0.0003246008,0.0007369982,0.001701941],"category_scores_gemma":[0.003586222,0.0001608271,0.0002081354,0.001170943,0.0003126152,0.0005601702,0.0004880127,0.0008151015,0.0002313178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004109812,"about_ca_system_score_gemma":0.0007919741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004018621,"about_ca_topic_score_gemma":0.003963055,"domain_scores_codex":[0.99964,0.0001403321,0.00003519129,0.00003737961,0.00005683952,0.00009035076],"domain_scores_gemma":[0.9986986,0.0003440819,0.0004715994,0.00003099452,0.00007298012,0.0003817418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009325569,0.00006419133,0.9957607,0.00002152103,0.00001541753,0.0004609884,0.00007789605,0.00004266919,0.00005248951,0.00006329735,0.0002558187,0.003091761],"study_design_scores_gemma":[0.000006560054,0.000148696,0.9965513,0.00004929998,0.00002112089,0.001877971,0.0004479515,0.0002241904,0.00003273068,0.0002381257,0.0003926781,0.000009342586],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9916701,0.00545022,0.0001243233,0.001017172,0.00004169581,0.00001204871,0.0003660236,0.000004596131,0.001313777],"genre_scores_gemma":[0.9962819,0.00282338,0.0001446757,0.0001042743,0.0001287647,0.00001121079,0.0003255871,0.000001900209,0.0001783072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004018621,"threshold_uncertainty_score":0.007990479,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04468594570628433,"score_gpt":0.3993047754496941,"score_spread":0.3546188297434097,"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."}}