{"id":"W1570591936","doi":"10.1007/s11606-015-3273-y","title":"The ABCs of DKA: Development and Validation of a Computer-Based Simulator and Scoring System","year":2015,"lang":"en","type":"article","venue":"Journal of General Internal Medicine","topic":"Diabetes and associated disorders","field":"Biochemistry, Genetics and Molecular Biology","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Usability; Cronbach's alpha; Medicine; Face validity; Test (biology); CLARITY; Medical education; Simulation; Psychometrics; Computer science; Human–computer interaction","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":[0.02255218,0.0008907201,0.0007621195,0.00295437,0.0004559933,0.001346135,0.001564343,0.000855592,0.002526913],"category_scores_gemma":[0.05146032,0.0005215478,0.001378807,0.001004438,0.0007943625,0.001133244,0.00199224,0.0009108802,0.00123682],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001473756,"about_ca_system_score_gemma":0.003873067,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003696026,"about_ca_topic_score_gemma":0.003153771,"domain_scores_codex":[0.9856395,0.007677865,0.002806365,0.0006952317,0.002862512,0.0003186155],"domain_scores_gemma":[0.9584737,0.015881,0.003174829,0.002748239,0.01807708,0.001645252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.003096055,0.005551333,0.3928967,0.001133053,0.0004317616,0.0004131927,0.003179319,0.02390512,0.01423284,0.001878433,0.01076529,0.5425169],"study_design_scores_gemma":[0.002108808,0.01396647,0.6448607,0.00135058,0.0005276781,0.002650751,0.003958798,0.2781371,0.02130778,0.002806885,0.02771355,0.0006108769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7947798,0.0004429073,0.1702484,0.0007849395,0.0002398036,0.02142411,0.002615303,0.002452526,0.007012127],"genre_scores_gemma":[0.6356753,0.0004069281,0.3478148,0.0001469344,0.0000512339,0.01041037,0.00371529,0.0001786712,0.001600594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02255218,"threshold_uncertainty_score":0.1192687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01538084704255842,"score_gpt":0.2601903760583295,"score_spread":0.2448095290157711,"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."}}