{"id":"W2943372293","doi":"10.1017/cem.2019.151","title":"MP16: Which PoCUS skills are retained over time for medical students?","year":2019,"lang":"en","type":"article","venue":"Canadian Journal of Emergency Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Medicine; Session (web analytics); Curriculum; Test (biology); Focused assessment with sonography for trauma; Ultrasonography; Knowledge retention; Medical education; Physical therapy; Surgery; Psychology","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":[0.006510275,0.0004842143,0.0007757273,0.001392505,0.001438657,0.003932788,0.001623797,0.001656811,0.01553635],"category_scores_gemma":[0.07685179,0.0003536193,0.001025347,0.001130747,0.0009698375,0.004276229,0.002719005,0.002204528,0.00447328],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001467,"about_ca_system_score_gemma":0.007163999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01372599,"about_ca_topic_score_gemma":0.01936314,"domain_scores_codex":[0.9954651,0.000661043,0.0003506027,0.0004966945,0.001955916,0.001070786],"domain_scores_gemma":[0.9638658,0.01110805,0.007011069,0.00103893,0.008596151,0.00837999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001610591,0.0006752272,0.5121949,0.0006443889,0.0001619709,0.0003215528,0.003268736,0.0003022472,0.0006664396,0.0007671423,0.02086904,0.4585178],"study_design_scores_gemma":[0.0001465518,0.002032817,0.9456721,0.002382769,0.000274351,0.001508695,0.01082117,0.001706386,0.002142697,0.002537149,0.03058879,0.0001865949],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9199443,0.007031629,0.00396468,0.02933535,0.001582313,0.0002780512,0.001940257,0.0005290885,0.03539432],"genre_scores_gemma":[0.9886149,0.001794661,0.002368719,0.002161817,0.0003958239,0.000161653,0.0007033234,0.0001197666,0.003679302],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01553635,"threshold_uncertainty_score":0.05197424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03944196254852662,"score_gpt":0.392740510996142,"score_spread":0.3532985484476154,"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."}}