{"id":"W2141911227","doi":"10.1111/j.1525-139x.2006.00123.x","title":"<i>Dialysis Rounds
A Dialysis Case Presentation and Discussion
Edited by <b>Roger A. Rodby</b></i>: Severe Lactic Acidosis Treated with Prolonged Hemodialysis: Recovery After Massive Overdoses of Metformin","year":2006,"lang":"en","type":"article","venue":"Seminars in Dialysis","topic":"Diabetes Management and Research","field":"Medicine","cited_by":84,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Lactic acidosis; Hemodialysis; Metformin; Acidosis; Hemoperfusion; Renal replacement therapy; Dialysis; Metabolic acidosis; Surgery; Anesthesia; Intensive care medicine; Internal medicine; Insulin","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"],"consensus_categories":[],"category_scores_codex":[0.0007331836,0.0005329711,0.001339457,0.001579736,0.0001494114,0.0001451641,0.000170386,0.0002936118,0.0002500621],"category_scores_gemma":[0.0003299479,0.0003513403,0.0004241278,0.003628904,0.0002896303,0.0007464351,0.0001880464,0.0003307343,0.000007664938],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002623069,"about_ca_system_score_gemma":0.00007628847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001434692,"about_ca_topic_score_gemma":0.001371834,"domain_scores_codex":[0.995981,0.0004115484,0.0009117906,0.0009457081,0.001052009,0.0006979066],"domain_scores_gemma":[0.9978504,0.0004163042,0.0004828454,0.0007482541,0.0002842667,0.0002179108],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.007488097,0.002195959,0.8632635,0.0007754173,0.003688645,0.002425762,0.001303199,0.0005027698,0.01173474,0.000004563499,0.004791997,0.1018254],"study_design_scores_gemma":[0.08311761,0.01279304,0.3080486,0.008230317,0.1348735,0.0009629221,0.02759787,0.039377,0.3617485,0.002208135,0.01063054,0.01041201],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946996,0.002029939,0.0001063388,0.001041446,0.00005111525,0.001078301,0.0001143771,0.00006611646,0.0008127964],"genre_scores_gemma":[0.9914222,0.00064871,0.0007288486,0.00007591567,0.0001674185,0.0005705049,0.0008193423,0.00007763863,0.005489386],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5552149,"threshold_uncertainty_score":0.9998938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005782271422252516,"score_gpt":0.2444227135196396,"score_spread":0.2386404420973871,"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."}}