{"id":"W4404392997","doi":"10.1007/978-3-031-65742-9_6","title":"Supporting Older Adult Simulated Participants to Provide Feedback to Learners","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sheridan College; University of Toronto; Baycrest Hospital","funders":"","keywords":"Psychology; Computer science; Cognitive psychology; Mathematics education","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":[0.00174897,0.0005108105,0.0001890913,0.0001988497,0.0004763088,0.001043886,0.0007477608,0.001168752,0.03102789],"category_scores_gemma":[0.004290833,0.0001283559,0.0002514731,0.00009981774,0.0002300801,0.0009363207,0.001705429,0.0008705939,0.00517861],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002524815,"about_ca_system_score_gemma":0.0007636274,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003969767,"about_ca_topic_score_gemma":0.0009630063,"domain_scores_codex":[0.9996046,0.0002116932,0.00001991058,0.00003025116,0.00008125665,0.00005232278],"domain_scores_gemma":[0.9978487,0.0009138584,0.00008752891,0.00006195806,0.0003103297,0.0007776075],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001067512,0.007070393,0.01569259,0.0009534827,0.00003089022,0.002974984,0.04053193,0.002942005,0.02362695,0.006773768,0.1491045,0.749231],"study_design_scores_gemma":[0.0004514561,0.006467696,0.02151965,0.001730698,0.00005793266,0.007428926,0.04796269,0.01426752,0.01740093,0.01027564,0.8722956,0.0001412215],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6160581,0.002763885,0.06330962,0.01012325,0.002332655,0.00120271,0.000524079,0.001940586,0.3017451],"genre_scores_gemma":[0.6191781,0.002337577,0.05286841,0.002462233,0.0002503709,0.0009771058,0.0006706103,0.000194514,0.321061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03102789,"threshold_uncertainty_score":0.1037986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09657625232394626,"score_gpt":0.4308334969781317,"score_spread":0.3342572446541854,"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."}}