{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03365086,0.0009691327,0.001031302,0.006008734,0.007967368,0.02228612,0.003458722,0.003705425,0.005068569],"category_scores_gemma":[0.04245131,0.0006784439,0.0006706949,0.004321825,0.07323004,0.02656838,0.01606531,0.005560554,0.0003892633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006296015,"about_ca_system_score_gemma":0.006858359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002366411,"about_ca_topic_score_gemma":0.002963813,"domain_scores_codex":[0.9533459,0.04169504,0.0004702684,0.001624452,0.001944092,0.0009202628],"domain_scores_gemma":[0.8957404,0.09528565,0.003299669,0.002164545,0.00179269,0.001717063],"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":[0.00003179926,0.0001280487,0.002651665,0.0004303595,0.00001793241,0.0002319794,0.2435689,0.0002698682,0.00008303053,0.7381721,0.0005970806,0.01381726],"study_design_scores_gemma":[0.0000584747,0.0001569656,0.003274683,0.002049456,0.0000386829,0.000467801,0.5856435,0.001367115,0.0002027326,0.3713498,0.0353592,0.00003165769],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4548626,0.02748279,0.06259244,0.1145441,0.001075716,0.0005389405,0.0001452236,0.00005053456,0.3387077],"genre_scores_gemma":[0.9840899,0.006359386,0.004151225,0.002996741,0.0001456389,0.0003853348,0.00001913743,0.00001941191,0.001833374],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03365086,"threshold_uncertainty_score":0.1779649,"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."}}