{"id":"W2316145404","doi":"10.1016/j.jcjd.2012.07.308","title":"Quality of Inpatient Diabetes Care on the Medical and Surgical Wards of a Teaching Hospital in Manitoba, Canada","year":2012,"lang":"en","type":"article","venue":"Canadian Journal of Diabetes","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Manitoba Beekeepers' Association","funders":"","keywords":"Medicine; Glycemic; Emergency medicine; Inpatient care; Diabetes mellitus; Medical care; Health care; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.000968469,0.0003264131,0.0004828368,0.001175759,0.004872039,0.002720854,0.002267987,0.000742843,0.0021807],"category_scores_gemma":[0.004805197,0.0006505083,0.0004676785,0.003827075,0.001816466,0.0006325696,0.001918502,0.001322776,0.0001680562],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0914951,"about_ca_system_score_gemma":0.1319383,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9951947,"about_ca_topic_score_gemma":0.9983166,"domain_scores_codex":[0.9971879,0.0003928943,0.0001806392,0.0001997239,0.0007696911,0.001269096],"domain_scores_gemma":[0.9915131,0.0005980629,0.001267604,0.0001128335,0.002897714,0.00361074],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001672608,0.0002109935,0.980405,0.0001335502,0.0001150152,0.0004998781,0.00499145,0.0005886902,0.0004046421,0.0004421438,0.002702692,0.009338777],"study_design_scores_gemma":[0.00002179026,0.00006321315,0.9869364,0.00009779492,0.0000273706,0.0001021992,0.01136364,0.0006083105,0.00007697718,0.00005341133,0.0006260098,0.00002291619],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9948584,0.0005372951,0.00007174036,0.001829731,0.00002351158,0.00006029052,0.0006900615,0.000008180308,0.001920867],"genre_scores_gemma":[0.9977533,0.0004935286,0.0003128494,0.0003669386,0.00001039087,0.00002038547,0.0002515408,0.000004969813,0.0007861049],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0914951,"threshold_uncertainty_score":0.6638465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0878648337676621,"score_gpt":0.3770347329457729,"score_spread":0.2891698991781108,"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."}}