{"id":"W2899746478","doi":"10.2196/10088","title":"Improving Shared Decision Making Between Patients and Clinicians: Design and Development of a Virtual Patient Simulation Tool","year":2018,"lang":"en","type":"article","venue":"JMIR Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Keele University","keywords":"Virtual patient; Process (computing); General partnership; Task (project management); Computer science; Virtual reality; Patient care; Narrative; Human–computer interaction; Knowledge management; Medicine; Medical education; Nursing; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.01077665,0.001034275,0.0004098575,0.0007638694,0.0008163101,0.002776933,0.002478669,0.001560297,0.003534873],"category_scores_gemma":[0.01926725,0.000699017,0.0008672675,0.0003116989,0.001486674,0.001418567,0.003153648,0.001346648,0.00048823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001015425,"about_ca_system_score_gemma":0.00418899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005667206,"about_ca_topic_score_gemma":0.0007278045,"domain_scores_codex":[0.9925328,0.00571665,0.0005093894,0.0003797752,0.0005270781,0.0003342932],"domain_scores_gemma":[0.9888832,0.007840462,0.0004858669,0.0005951365,0.000941354,0.001254044],"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":[0.004193042,0.008995484,0.03568642,0.005884222,0.000565506,0.004301693,0.0641951,0.1633883,0.0654952,0.02997114,0.008034595,0.6092893],"study_design_scores_gemma":[0.005682393,0.02545674,0.01597113,0.004140097,0.001563478,0.00626872,0.02720797,0.6365253,0.07883885,0.02966807,0.1676489,0.001028283],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3151979,0.0004158294,0.661484,0.001481335,0.0002085353,0.01264687,0.0002445196,0.001285912,0.007035143],"genre_scores_gemma":[0.2647845,0.0002534903,0.7290123,0.0002264753,0.00001727936,0.004329975,0.0001684147,0.00008727896,0.00112033],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01077665,"threshold_uncertainty_score":0.05699307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04482023546587951,"score_gpt":0.4159774093037834,"score_spread":0.3711571738379039,"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."}}