{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004042504,0.0003228043,0.0005907709,0.0004386011,0.0003171566,0.0008906574,0.0004313368,0.00113006,0.004170408],"category_scores_gemma":[0.001803542,0.0001200007,0.000466036,0.0004213605,0.0003399555,0.0005801937,0.0005562845,0.002431461,0.001136658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004754295,"about_ca_system_score_gemma":0.0004846453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007511005,"about_ca_topic_score_gemma":0.0007837838,"domain_scores_codex":[0.9997464,0.00008901183,0.00002472814,0.00003610992,0.00004947663,0.00005441542],"domain_scores_gemma":[0.9994641,0.000196159,0.0001114829,0.0000517412,0.00004102249,0.0001355061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01585292,0.002393552,0.02098587,0.00244841,0.000736117,0.02754522,0.0001446949,0.0007832906,0.01762684,0.02884922,0.05418134,0.8284525],"study_design_scores_gemma":[0.005226423,0.009316559,0.04321512,0.002454912,0.0008088124,0.1060955,0.0002053372,0.0021825,0.01950016,0.01839577,0.7924304,0.0001684954],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1561737,0.6615555,0.01038304,0.03264464,0.007396898,0.0003704208,0.000717775,0.0004226086,0.1303354],"genre_scores_gemma":[0.8137239,0.1277892,0.009776985,0.01630631,0.007402415,0.0003157389,0.001099812,0.00009689296,0.02348873],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004170408,"threshold_uncertainty_score":0.01395142,"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."}}