{"id":"W3005871926","doi":"10.1007/s10459-020-09961-2","title":"Looking back, looking forward","year":2020,"lang":"en","type":"article","venue":"Advances in Health Sciences Education","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; McMaster University","funders":"","keywords":"Computer science; 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":[0.01009591,0.0009762089,0.001384377,0.001529128,0.003228921,0.01096934,0.001889166,0.01148111,0.05639673],"category_scores_gemma":[0.03266351,0.0003717145,0.001109954,0.001374846,0.005593332,0.0225163,0.005429144,0.0237599,0.02148298],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003650455,"about_ca_system_score_gemma":0.01424951,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007176814,"about_ca_topic_score_gemma":0.01364217,"domain_scores_codex":[0.9947605,0.001661684,0.0003245187,0.0006380394,0.001618611,0.0009967131],"domain_scores_gemma":[0.9759305,0.005675863,0.001025129,0.0009899202,0.009435837,0.006942745],"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":[0.0001152342,0.0001000439,0.0008210823,0.0009789573,0.00005199468,0.0002197385,0.0006480619,0.0001033592,0.0003955564,0.03873966,0.8513019,0.1065244],"study_design_scores_gemma":[0.00002809777,0.00007149989,0.0007604271,0.002168264,0.00003391132,0.0002330855,0.002820073,0.00005792375,0.0001337866,0.02569149,0.9679566,0.00004484097],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004232328,0.07308466,0.00065468,0.8306679,0.08206397,0.00001217322,0.0001463094,0.00009073693,0.01285645],"genre_scores_gemma":[0.01378866,0.107441,0.002757005,0.7609463,0.06041993,0.00005313127,0.0003554159,0.0002302548,0.05400833],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05639673,"threshold_uncertainty_score":0.1886658,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03707885657016854,"score_gpt":0.4241431710584982,"score_spread":0.3870643144883297,"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."}}