{"id":"W4283824500","doi":"10.26443/mjm.v20i2.885","title":"Acid Base Abnormalities","year":2022,"lang":"en","type":"article","venue":"McGill Journal of Medicine","topic":"Renal function and acid-base balance","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Medicine; Metabolic acidosis; Acidosis; Base (topology); Focus (optics); Intensive care medicine; Internal medicine","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":[0.0009397084,0.0001126889,0.00040572,0.0002582059,0.0002072253,0.000002434788,0.0001168741,0.00002265213,0.005912008],"category_scores_gemma":[0.0002956047,0.00007640071,0.000120907,0.0002541147,0.00008302068,0.00007903694,0.00004152581,0.0005058453,0.00001475694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001237462,"about_ca_system_score_gemma":0.00006990499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001174363,"about_ca_topic_score_gemma":4.412916e-7,"domain_scores_codex":[0.9982829,0.00009431913,0.000523498,0.0000971815,0.0008287468,0.0001733458],"domain_scores_gemma":[0.9990223,0.00007072223,0.0003047261,0.0001632836,0.0002076161,0.0002313738],"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":[0.00370705,0.0004974771,0.005356027,0.0002192615,0.0003545936,0.005764442,0.0005348398,0.000219805,0.2735135,0.002845141,0.6791787,0.02780924],"study_design_scores_gemma":[0.006769948,0.003720307,0.002612857,0.0002440709,0.0001836631,0.01217155,0.002113189,0.0000619245,0.0210874,0.0002210111,0.9507037,0.0001103449],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6872506,0.0109851,0.0008539475,0.2112877,0.007784788,0.0004967545,0.00009212232,0.0001238952,0.08112509],"genre_scores_gemma":[0.9680046,0.000220235,0.0002892911,0.02611255,0.0008829779,0.000004312687,0.000009048422,0.00001684136,0.004460186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2807539,"threshold_uncertainty_score":0.9949967,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03090661088251515,"score_gpt":0.2772044182922679,"score_spread":0.2462978074097527,"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."}}