{"id":"W4404392845","doi":"10.1007/978-3-031-65742-9_2","title":"Describing the Work of Older Adult Simulated Participants","year":2024,"lang":"en","type":"book-chapter","venue":"Comprehensive healthcare simulation","topic":"Aging and Gerontology Research","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Sheridan College; University of Toronto; Baycrest Hospital","funders":"","keywords":"Work (physics); Psychology; Gerontology; Applied psychology; Engineering; Medicine; Mechanical engineering","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":[0.001010445,0.0005833577,0.0001598404,0.0002727422,0.002131069,0.002084685,0.001102923,0.002083047,0.03828029],"category_scores_gemma":[0.001525142,0.0001899701,0.0003074838,0.0003234359,0.000986472,0.001404741,0.002367018,0.00149147,0.007406084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001467974,"about_ca_system_score_gemma":0.001851714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003452697,"about_ca_topic_score_gemma":0.01154577,"domain_scores_codex":[0.9996101,0.0002356397,0.00001020607,0.0000263813,0.00007244862,0.00004518521],"domain_scores_gemma":[0.9995135,0.0002551874,0.00001430351,0.0000251163,0.00008170761,0.0001101907],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001133554,0.0005111045,0.001158978,0.0003409044,0.000007684208,0.002181683,0.02974314,0.008018507,0.00195991,0.2495119,0.5349507,0.171502],"study_design_scores_gemma":[0.00001129581,0.00009467235,0.000652686,0.0002430459,0.00000207351,0.0007207515,0.01080128,0.001756213,0.0004740499,0.01945841,0.9657683,0.00001730625],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02149149,0.003136033,0.04214295,0.01049029,0.003437345,0.0003087194,0.0003040564,0.0005300971,0.9181591],"genre_scores_gemma":[0.06437556,0.002088915,0.01741964,0.003335054,0.0001519608,0.0002833687,0.0002296661,0.0002102961,0.9119055],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03828029,"threshold_uncertainty_score":0.1280603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2859439729612617,"score_gpt":0.4295496107325898,"score_spread":0.1436056377713282,"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."}}