{"id":"W3011093259","doi":"10.1111/medu.14153","title":"The nature of learning from simulation: Now I know it, now I'll do it, I'll work on that","year":2020,"lang":"en","type":"article","venue":"Medical Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Debriefing; Context (archaeology); Grounded theory; Psychology; Medical education; Qualitative research; Medicine; Sociology","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":[0.009040399,0.0004139067,0.0003044925,0.0008070428,0.003764101,0.008106357,0.001724628,0.002937516,0.004078242],"category_scores_gemma":[0.02177736,0.0003516336,0.0005532641,0.000524965,0.01806182,0.007021165,0.006971549,0.00420065,0.001092151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00302583,"about_ca_system_score_gemma":0.005811592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001439643,"about_ca_topic_score_gemma":0.002002368,"domain_scores_codex":[0.9797462,0.01651027,0.0003257922,0.0007635113,0.002007041,0.0006473475],"domain_scores_gemma":[0.9876795,0.007577655,0.0009197754,0.001002991,0.0007664372,0.002053541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000336927,0.0005469957,0.0231447,0.002766847,0.0000917757,0.002745762,0.5589768,0.003962378,0.007511317,0.1533433,0.02463546,0.2219377],"study_design_scores_gemma":[0.00009553215,0.0009859198,0.02042403,0.003817256,0.00006959205,0.00931451,0.3602302,0.005095692,0.004508043,0.1671774,0.4280432,0.0002384532],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4590543,0.007752156,0.122812,0.1003678,0.001788781,0.001295505,0.000321517,0.000677496,0.3059304],"genre_scores_gemma":[0.9614395,0.002800805,0.02437929,0.003846834,0.0001926964,0.000677841,0.0001189574,0.0000895322,0.006454605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009040399,"threshold_uncertainty_score":0.04781079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03326010845560859,"score_gpt":0.3804722009338262,"score_spread":0.3472120924782176,"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."}}