{"id":"W6995641226","doi":"","title":"Paramedic use of realistic simulation in education (PURSE)","year":2016,"lang":"en","type":"article","venue":"Acquire (CQUniversity)","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medical simulation; Simulation training; Simulated patient; Training (meteorology); MEDLINE; Continuing medical education","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001116589,0.0001060335,0.0001966632,0.0005603652,0.00004570993,0.000005584973,0.00007972365,0.0001258217,0.000358027],"category_scores_gemma":[0.0004450284,0.00009414883,0.00005093376,0.0005956864,0.000104184,0.000362798,0.00002143902,0.0000676284,0.00003303881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005116157,"about_ca_system_score_gemma":0.0008138284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008256181,"about_ca_topic_score_gemma":0.00005219751,"domain_scores_codex":[0.9989797,0.00008026337,0.0002901672,0.0002373633,0.0002353507,0.000177084],"domain_scores_gemma":[0.998033,0.0008030775,0.0001701703,0.0004072385,0.0004401016,0.0001463678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002543443,0.0002789829,0.9703935,0.0001390891,0.00002760208,0.000008424429,0.001109321,0.002338488,0.000354982,0.003213129,0.000818662,0.02106345],"study_design_scores_gemma":[0.00200335,0.0001879788,0.9823672,0.0009718284,0.0001355885,0.000005869371,0.001399264,0.003546689,0.000298855,0.0006751724,0.008201425,0.0002068173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941885,0.00006357502,0.001353544,0.002761872,0.0004465347,0.0004391201,0.0000118732,0.00005040773,0.0006845602],"genre_scores_gemma":[0.9970838,0.00003874069,0.0004029642,0.0003560424,0.0001151108,0.000003965786,0.00005481255,0.00001413396,0.001930448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02085663,"threshold_uncertainty_score":0.3920144,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06560261100064568,"score_gpt":0.3433274938890887,"score_spread":0.277724882888443,"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."}}