{"id":"W4396983504","doi":"10.69520/jipe.vi1.58","title":"Paramedic Students' Experiences with Simulation-Based Learning","year":2022,"lang":"en","type":"article","venue":"Journal of innovation in polytechnic education.","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Northern Alberta Institute of Technology","funders":"","keywords":"Computer science; Mathematics education; Psychology; Medical education; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002448646,0.0004639271,0.0004764602,0.0005708435,0.002563088,0.003526237,0.0008966898,0.001479657,0.003806081],"category_scores_gemma":[0.007170586,0.0003474341,0.000585468,0.0003159823,0.002113666,0.001268771,0.004513348,0.003158858,0.0008340823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009717863,"about_ca_system_score_gemma":0.001243672,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00100124,"about_ca_topic_score_gemma":0.002986115,"domain_scores_codex":[0.9979754,0.001009368,0.00008927673,0.0001497984,0.0003761606,0.0004000293],"domain_scores_gemma":[0.9963183,0.001462513,0.0003505998,0.0001577377,0.000295874,0.001414884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004390336,0.003703843,0.09021065,0.0005857437,0.00007178964,0.003295712,0.8242838,0.001467899,0.01234957,0.001854438,0.004348154,0.05738945],"study_design_scores_gemma":[0.0001034084,0.006180859,0.07895418,0.0003671173,0.00008022151,0.00450232,0.8408899,0.002191729,0.0074654,0.001585224,0.05748935,0.0001901921],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956761,0.00009732847,0.0004834248,0.0004700758,0.00002194631,0.00004535891,0.00002377969,0.00002093199,0.003161104],"genre_scores_gemma":[0.9971479,0.0002516501,0.0004959741,0.0002635732,0.00001308401,0.00004284517,0.00003038273,0.000008474713,0.001746135],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003806081,"threshold_uncertainty_score":0.01294982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0240156050214023,"score_gpt":0.3858387870380687,"score_spread":0.3618231820166664,"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."}}