{"id":"W1969433170","doi":"10.2337/diacare.28.3.760-a","title":"Four-Digit Insulin Dosing Code","year":2005,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Pharmaceutical Practices and Patient Outcomes","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; NOSM University","funders":"Pfizer Health Research Foundation; Pfizer","keywords":"Medicine; SAFER; Dosing; Numerical digit; Human insulin; Diabetes mellitus; Health care; Intensive care medicine; Medical emergency; Pediatrics; Pharmacology; Endocrinology; Arithmetic; Computer science; Computer security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003988903,0.0004085536,0.0005530582,0.0006260113,0.00101265,0.0006530355,0.0006164003,0.003098595,0.1182029],"category_scores_gemma":[0.006011101,0.0001362205,0.0002966376,0.0006596781,0.0002858298,0.0007562627,0.0005372974,0.003300798,0.05497957],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001128818,"about_ca_system_score_gemma":0.0009959409,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003673546,"about_ca_topic_score_gemma":0.005447275,"domain_scores_codex":[0.9992048,0.0001839249,0.0001652491,0.0000709091,0.0002715744,0.0001036076],"domain_scores_gemma":[0.9967038,0.001114049,0.000495121,0.0001782567,0.001176663,0.0003321955],"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":[0.0001728657,0.00009549938,0.002509667,0.00008422376,0.000004498709,0.002054016,0.00008336415,0.0001265365,0.0003991387,0.002332587,0.9575832,0.03455445],"study_design_scores_gemma":[0.0001078312,0.000148107,0.005474213,0.0002999276,0.000009028614,0.003490208,0.0001404805,0.0007071087,0.0003702467,0.002720039,0.9865056,0.00002723557],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.009196568,0.003006825,0.00328511,0.3554793,0.02666073,0.0006132946,0.008994859,0.001670403,0.5910929],"genre_scores_gemma":[0.1309876,0.005462199,0.004636003,0.4412994,0.02131399,0.0008106306,0.007132417,0.0002872317,0.3880704],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.1182029,"threshold_uncertainty_score":0.3954281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1046475340993532,"score_gpt":0.3568812576384365,"score_spread":0.2522337235390834,"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."}}