{"id":"W6922044147","doi":"10.11575/prism/36738","title":"To Titrate or Not to Titrate: Factors influencing inpatient insulin management by residents and medical students","year":2019,"lang":"en","type":"other","venue":"Open MIND","topic":"Libraries and Information Services","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Calgary","keywords":"Psychological intervention; Glycemic; Concordance; Intervention (counseling); Insulin; Diabetes mellitus","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006829836,0.0001618838,0.0003521934,0.0007103697,0.0009532393,0.001395058,0.0006639065,0.0007649193,0.001590956],"category_scores_gemma":[0.04278838,0.0002818572,0.0005456795,0.0006864073,0.001070042,0.001000383,0.001516949,0.0009583918,0.0001584334],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063127,"about_ca_system_score_gemma":0.002439514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006169925,"about_ca_topic_score_gemma":0.008090937,"domain_scores_codex":[0.9946899,0.002713944,0.0006718985,0.0003513512,0.001108282,0.000464586],"domain_scores_gemma":[0.9728674,0.0132802,0.008519067,0.0005143362,0.002001877,0.002817071],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002140811,0.0003028477,0.9740714,0.0001526071,0.00008398516,0.0002107959,0.01393642,0.00008182009,0.0002122357,0.00008176308,0.0002417886,0.01041018],"study_design_scores_gemma":[0.00001961142,0.0007710064,0.9531507,0.0002174447,0.0001000565,0.0003749232,0.04336223,0.0004974899,0.0003431437,0.0001630352,0.0009670476,0.00003330655],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989395,0.0002918161,0.00007020898,0.0003199695,0.000006401236,0.00001408703,0.0000125197,0.000001268824,0.0003442165],"genre_scores_gemma":[0.9994559,0.0001973803,0.0001005848,0.0001161736,0.00001014155,0.00001121914,0.00001312139,0.000001119223,0.00009442913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006829836,"threshold_uncertainty_score":0.03612012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0406783288516338,"score_gpt":0.3009796248548971,"score_spread":0.2603012960032633,"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."}}