{"id":"W2945270556","doi":"10.1002/aet2.10365","title":"Core Content for Pediatric Emergency Medicine Ultrasound Fellowship Training: A Modified Delphi Consensus Study","year":2019,"lang":"en","type":"article","venue":"AEM Education and Training","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto","funders":"","keywords":"Delphi method; Pediatric emergency medicine; Medicine; Medical education; Family medicine; Curriculum; Psychology; Emergency department; Nursing; Emergency physician; Pedagogy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007941682,0.0002286795,0.0004954754,0.0001579332,0.0001720182,0.00001380367,0.0001129112,0.0001154938,0.0005532954],"category_scores_gemma":[0.001869867,0.0001955524,0.0001025913,0.0003440833,0.0001076772,0.00004644476,0.00001265691,0.0002510159,0.00003080365],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004222681,"about_ca_system_score_gemma":0.0004484518,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006423294,"about_ca_topic_score_gemma":0.00002331097,"domain_scores_codex":[0.9980153,0.0000425881,0.0008173385,0.0005388983,0.0002622946,0.0003235578],"domain_scores_gemma":[0.9968643,0.001786684,0.0002726047,0.00038717,0.0003679653,0.000321268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004600678,0.003498055,0.8419316,0.0003732265,0.0003871605,0.000001527366,0.09928428,0.00000916603,0.005815089,0.01667755,0.009895476,0.02166674],"study_design_scores_gemma":[0.008170812,0.002597088,0.7811761,0.00008623733,0.00104259,0.0001347156,0.1936134,0.0003017538,0.00001633608,0.005970258,0.006387376,0.0005033747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854593,0.0004032288,0.0002360905,0.002571468,0.001196911,0.002648414,0.00001669607,0.00009586137,0.007372042],"genre_scores_gemma":[0.9915407,0.0001166201,0.001481265,0.0006341859,0.0008917471,0.0004617447,0.0001454324,0.00004110747,0.004687245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09432906,"threshold_uncertainty_score":0.7974398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3815247037796113,"score_gpt":0.4386607443881212,"score_spread":0.05713604060850991,"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."}}