{"id":"W2137767941","doi":"10.1007/s40037-014-0134-z","title":"Virtual patients as activities: exploring the research implications of an activity theoretical stance","year":2014,"lang":"en","type":"article","venue":"Perspectives on Medical Education","topic":"Virtual Reality Applications and Impacts","field":"Computer Science","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"CLARITY; Scholarship; Virtual patient; Activity theory; Context (archaeology); Mainstream; Computer science; Instructional simulation; Metaverse; Intervention (counseling); Frame (networking); Virtual reality; Engineering ethics; Human–computer interaction; Psychology; Medicine; Medical education; Pedagogy; Engineering; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001738695,0.000112301,0.0001370662,0.0001552379,0.0003793446,0.0001024628,0.001119596,0.00006734344,0.00007490028],"category_scores_gemma":[0.005598619,0.0000812493,0.00004622074,0.0006949212,0.0007349242,0.0006674906,0.0001417615,0.0004597016,0.00002952934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074567,"about_ca_system_score_gemma":0.0008082991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001103416,"about_ca_topic_score_gemma":0.00001339898,"domain_scores_codex":[0.9973372,0.0006410982,0.0001883983,0.0004559649,0.001093513,0.0002837915],"domain_scores_gemma":[0.9967571,0.001317899,0.00009178608,0.001074885,0.0004284593,0.000329891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001546546,0.001087217,0.00004850375,0.000002916345,0.000004562388,1.567991e-8,0.008242677,0.00000414052,0.0001044618,0.7238029,0.0001441238,0.2665431],"study_design_scores_gemma":[0.001205915,0.00518406,0.3538153,0.0002694232,0.00002148846,0.00000974261,0.05995208,0.02192188,0.008703602,0.5408641,0.007344069,0.0007083514],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9002621,0.00001162638,0.07671715,0.01353486,0.0001721352,0.0002998187,0.000003559926,0.00004979246,0.008948962],"genre_scores_gemma":[0.9984642,0.00006714828,0.000598202,0.0003686419,0.0001806266,0.0002671791,0.000004219997,0.000009660281,0.00004013374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3537668,"threshold_uncertainty_score":0.6702474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04941790000942164,"score_gpt":0.3917052208686593,"score_spread":0.3422873208592376,"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."}}