{"id":"W2138064028","doi":"10.3109/0142159x.2011.550969","title":"Design for learning: deconstructing virtual patient activities","year":2011,"lang":"en","type":"article","venue":"Medical Teacher","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"NOSM University","funders":"","keywords":"Medical education; Psychology; Virtual patient; Computer science; Human–computer interaction; Medicine","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":[0.006535471,0.001025114,0.0004116186,0.001085201,0.001657026,0.008404862,0.001822883,0.001595952,0.001934527],"category_scores_gemma":[0.01024299,0.0005285824,0.0009124051,0.0004200119,0.02104488,0.006643227,0.005656579,0.002096748,0.0003995657],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001973087,"about_ca_system_score_gemma":0.002539056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009876126,"about_ca_topic_score_gemma":0.0008774938,"domain_scores_codex":[0.9891801,0.00879471,0.000311358,0.0005837044,0.0008114059,0.0003188067],"domain_scores_gemma":[0.9918783,0.004758879,0.0004959968,0.002080079,0.0003914564,0.0003952434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004476976,0.00007928046,0.001912403,0.0003342547,0.00002712677,0.0002243883,0.05680764,0.009094145,0.00255641,0.8833739,0.0007707708,0.0447749],"study_design_scores_gemma":[0.00007327193,0.0003046471,0.001121818,0.0005594907,0.00007016966,0.0008226542,0.02395437,0.03633336,0.005873304,0.8101845,0.1206365,0.0000658021],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.08256209,0.0007522483,0.8519061,0.003561597,0.0001218451,0.00031579,0.00004356707,0.0004191089,0.06031766],"genre_scores_gemma":[0.7101514,0.000512225,0.2815476,0.0003987524,0.00003087024,0.0005113404,0.00009553615,0.0001555551,0.006596718],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008404862,"threshold_uncertainty_score":0.0345633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1834533020623874,"score_gpt":0.402451325766117,"score_spread":0.2189980237037296,"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."}}