{"id":"W3195172457","doi":"10.2196/30613","title":"Best Practices for the Implementation and Sustainment of Virtual Health Information System Training: Qualitative Study","year":2021,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; Centre for Addiction and Mental Health; University Health Network","funders":"","keywords":"Training (meteorology); Qualitative research; Best practice; Medical education; Training system; Information system; Computer science; Knowledge management; Psychology; Engineering; Political science; Medicine; Sociology; Geography","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":[0.03814192,0.0003709944,0.0005428288,0.001695312,0.009157855,0.004558491,0.00225109,0.001765306,0.003061911],"category_scores_gemma":[0.04892325,0.0006856099,0.0004622421,0.001572162,0.00722688,0.003963825,0.00597179,0.00219944,0.0002656879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007311352,"about_ca_system_score_gemma":0.01375523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007832294,"about_ca_topic_score_gemma":0.008983587,"domain_scores_codex":[0.9722168,0.02244148,0.0007240548,0.000804904,0.001556334,0.002256505],"domain_scores_gemma":[0.9503261,0.03778166,0.003175437,0.001594024,0.003457849,0.003664789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002782319,0.000121757,0.004170321,0.0003040258,0.000005410034,0.0005368594,0.9779213,0.0000945728,0.0005515087,0.002504779,0.0006322945,0.01312936],"study_design_scores_gemma":[0.000007475046,0.00008558972,0.0015155,0.0003882645,0.000004364103,0.0002076468,0.988979,0.0002433248,0.0003379523,0.0004483785,0.007770117,0.00001238676],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726264,0.000667838,0.008613289,0.005793834,0.00008846577,0.001392441,0.0001903845,0.00005674452,0.01057057],"genre_scores_gemma":[0.9928086,0.0004566583,0.003548157,0.000715,0.00001144901,0.0006231549,0.00004273018,0.00001853229,0.001775667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03814192,"threshold_uncertainty_score":0.2017162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09871520762120647,"score_gpt":0.5553268920901772,"score_spread":0.4566116844689707,"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."}}