{"id":"W2477711314","doi":"10.1007/978-3-319-24187-6_29","title":"Simulation Research Program Development","year":2016,"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":"Memorial University of Newfoundland","funders":"","keywords":"Development (topology); Computer science; Mathematics","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":[0.005595915,0.0005763117,0.0004694461,0.001830954,0.000801912,0.002646926,0.001720961,0.0007038594,0.1343447],"category_scores_gemma":[0.01068265,0.0004863669,0.0004700938,0.001440322,0.0005765851,0.002009297,0.002566874,0.00151747,0.0524934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001895279,"about_ca_system_score_gemma":0.01103856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002245195,"about_ca_topic_score_gemma":0.003195911,"domain_scores_codex":[0.9978119,0.0008754454,0.0001207298,0.0002453097,0.0008095547,0.0001371167],"domain_scores_gemma":[0.9948686,0.00165211,0.0001303792,0.000860599,0.001875855,0.0006125143],"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":[0.00005518859,0.0002222341,0.0004993171,0.0001909748,0.000009718297,0.00004027665,0.0003903407,0.003176486,0.0006886431,0.1308349,0.3375809,0.5263111],"study_design_scores_gemma":[0.00001366837,0.00003521794,0.0003167469,0.0001521866,0.000004745534,0.00005266744,0.0001175954,0.002839589,0.0009594574,0.01603751,0.9794637,0.000006890279],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"methods","genre_scores_codex":[0.003061399,0.00104398,0.1540579,0.005796932,0.001337986,0.00134459,0.002024945,0.004403962,0.8269283],"genre_scores_gemma":[0.02538702,0.003184476,0.118671,0.001268119,0.0003692124,0.001706604,0.005539321,0.00154998,0.8423243],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.1343447,"threshold_uncertainty_score":0.4494278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3215591510147146,"score_gpt":0.5108155483189022,"score_spread":0.1892563973041876,"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."}}