{"id":"W1518195111","doi":"10.1186/s13089-015-0027-3","title":"Focused transesophageal echocardiography for emergency physicians—description and results from simulation training of a structured four-view examination","year":2015,"lang":"en","type":"article","venue":"Critical Ultrasound Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Session (web analytics); Interventional radiology; Emergency department; Curriculum; Medical physics; Fidelity; Radiology; Psychology; Computer science; Nursing; Pedagogy","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":[0.001430421,0.0005848873,0.0002930636,0.0006532674,0.0001924461,0.0003718352,0.0006106089,0.0005903798,0.001568071],"category_scores_gemma":[0.00640709,0.0002153006,0.0005582048,0.0003063981,0.0002493766,0.0005802267,0.001192289,0.0003533677,0.0004524838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004246233,"about_ca_system_score_gemma":0.0007048159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005849143,"about_ca_topic_score_gemma":0.0005965971,"domain_scores_codex":[0.9987271,0.0006542055,0.0001131257,0.0001444327,0.0002379967,0.0001230578],"domain_scores_gemma":[0.998113,0.0009164074,0.0001957747,0.0001869685,0.000307329,0.0002805421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.003846045,0.009935918,0.4046167,0.001535336,0.000242095,0.01176167,0.008381049,0.01105447,0.03580087,0.0006276075,0.001353064,0.5108451],"study_design_scores_gemma":[0.0008390638,0.03378811,0.8391616,0.001027724,0.0004366687,0.05799421,0.004685851,0.01421375,0.02983366,0.0007864438,0.01694607,0.0002869123],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993332,0.0007534871,0.002626612,0.00009031977,0.00001424426,0.0003262963,0.00007530122,0.00002484168,0.002757036],"genre_scores_gemma":[0.9895992,0.001356584,0.006915047,0.0001055474,0.00002675174,0.0002390065,0.0003850696,0.00001681983,0.001355936],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001568071,"threshold_uncertainty_score":0.007564902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385231251578984,"score_gpt":0.3719223269546423,"score_spread":0.2333992017967439,"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."}}