{"id":"W1998101530","doi":"10.1503/cmaj.090550","title":"Metformin and intravenous contrast","year":2012,"lang":"en","type":"article","venue":"Canadian Medical Association Journal","topic":"Acute Kidney Injury Research","field":"Medicine","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Victoria Regional Health Centre; Lakeridge Health","funders":"","keywords":"Metformin; Lactic acidosis; Medicine; Diabetes mellitus; Internal medicine; Acidosis; Insulin; Endocrinology; Metabolic acidosis; Type 2 diabetes","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002469017,0.00008228279,0.0002063079,0.0001799297,0.0001842346,0.00004451293,0.00007696752,0.0002384809,0.006564462],"category_scores_gemma":[0.00403017,0.00006807232,0.00004736627,0.0001456288,0.00005099721,0.000158057,0.00001260276,0.001030862,0.0002129965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009084351,"about_ca_system_score_gemma":0.002590501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007669672,"about_ca_topic_score_gemma":0.001256041,"domain_scores_codex":[0.9977261,0.00009236988,0.00025579,0.00007524058,0.001151855,0.0006985877],"domain_scores_gemma":[0.9938586,0.0001381542,0.00007814944,0.00006564015,0.000251306,0.005608111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002460666,0.00005841866,0.3035382,0.00001328024,0.0002250418,0.0006315754,0.0005257515,6.929495e-9,0.00007413033,0.0005463188,0.5227218,0.1716408],"study_design_scores_gemma":[0.001499426,0.000124064,0.1096833,0.0000405327,0.00005611742,0.008416901,0.0004243937,0.00004857501,0.00007977409,0.00006230677,0.8794639,0.0001006661],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7883602,0.0025665,0.000249204,0.1595152,0.001632921,0.0004294234,0.0001201235,0.00004253947,0.0470839],"genre_scores_gemma":[0.979064,0.0003245361,0.0003095288,0.01561994,0.003091109,0.000006435828,0.00001309779,0.00001713391,0.001554168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3567421,"threshold_uncertainty_score":0.9943437,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226600417858073,"score_gpt":0.2847449789193698,"score_spread":0.2724789747407891,"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."}}