{"id":"W2735644309","doi":"10.4212/cjhp.v70i3.1657","title":"Thiamine Prescribing Practices for Adult Patients Admitted to an Internal Medicine Service","year":2017,"lang":"en","type":"article","venue":"The Canadian Journal of Hospital Pharmacy","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Cancer Foundation; University of Calgary; Alberta Children's Hospital; St Joseph's Health Centre; Foothills Medical Centre; Alberta Health Services","funders":"Alberta Health Services","keywords":"Thiamine; Medicine; Dosing; Internal medicine; B vitamins; Gastroenterology; Pediatrics","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0006579051,0.0001884536,0.0003303851,0.0001851512,0.0007145652,0.0001608785,0.0009058547,0.00003663735,0.0001053002],"category_scores_gemma":[0.00455898,0.0001157111,0.00009119689,0.0001000864,0.0001376009,0.000785035,0.00004361173,0.0003816602,0.00001530432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001199801,"about_ca_system_score_gemma":0.0006475004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05088541,"about_ca_topic_score_gemma":0.02321005,"domain_scores_codex":[0.9985533,0.00004623385,0.0004541028,0.000176529,0.0003788773,0.0003909443],"domain_scores_gemma":[0.995103,0.0000936108,0.001106767,0.0004603895,0.00210482,0.001131429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00529991,0.0009506831,0.760519,0.0005336719,0.001127115,0.001084349,0.03633361,0.00003934465,0.002755284,0.00149789,0.124242,0.06561705],"study_design_scores_gemma":[0.0339326,0.01927384,0.7591821,0.001938396,0.002312289,0.0007398719,0.003557205,0.001984429,0.004739546,0.0007412084,0.1706531,0.0009453538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.926367,0.0001869679,0.00004381124,0.06834716,0.001846104,0.000602189,0.00003671701,0.000007347371,0.002562709],"genre_scores_gemma":[0.9915137,0.00001615648,0.0001996151,0.006348837,0.001486334,0.000008187273,0.0000142017,0.00003108084,0.000381901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06514668,"threshold_uncertainty_score":0.9946138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06409744649271978,"score_gpt":0.3720806467252702,"score_spread":0.3079832002325504,"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."}}