{"id":"W4288175813","doi":"10.1186/s13089-022-00279-1","title":"International consensus conference recommendations on ultrasound education for undergraduate medical students","year":2022,"lang":"en","type":"article","venue":"The Ultrasound Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":118,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Calgary; McGill University","funders":"National Center for Advancing Translational Sciences; Perelman School of Medicine, University of Pennsylvania; Universidad de Chile; Universidad de Buenos Aires; King Faisal Specialist Hospital and Research Centre; Northwell Health; School of Medicine, University of South Carolina; University of South Carolina; University of California, Irvine; Texas Tech University; McGill University; Loma Linda University; University of Texas Health Science Center at San Antonio; University of Pennsylvania; University of South Alabama; University of South Australia; Thomas Jefferson University; Uniformed Services University of the Health Sciences; Northwestern University; Ohio State University; New York Institute of Technology; Yale University","keywords":"Curriculum; Medical education; Delphi method; Medicine; Scope (computer science); Discipline; Scope of practice; Psychology; Pedagogy; Health care; Political science; Computer science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002433059,0.0002020083,0.0002667135,0.0001446225,0.001501378,0.0002488674,0.001133674,0.00008086618,0.006667637],"category_scores_gemma":[0.004398316,0.0001513947,0.0002375493,0.0002673657,0.0002606687,0.00006202344,0.0001075884,0.001383095,0.00008421973],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004511112,"about_ca_system_score_gemma":0.001101286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001448599,"about_ca_topic_score_gemma":0.000009795484,"domain_scores_codex":[0.9965399,0.0002833652,0.0007682289,0.0003288665,0.00174934,0.0003303314],"domain_scores_gemma":[0.9913322,0.006975716,0.0004139763,0.0004557123,0.0004654515,0.0003568895],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001647534,0.008573622,0.05250186,0.00003195254,0.001448214,0.00001085312,0.001624121,0.0001431043,0.008133105,0.0803424,0.8104351,0.03510816],"study_design_scores_gemma":[0.003703141,0.000918478,0.02184679,0.0001076486,0.0002996526,0.008901768,0.00355029,0.00007158627,0.0001403711,0.07579695,0.8843398,0.0003234884],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5785207,0.0001209123,0.006719798,0.3823157,0.006454326,0.001996277,0.0004986039,0.0001226462,0.02325107],"genre_scores_gemma":[0.9763992,0.0004480389,0.004341539,0.01082652,0.00125535,0.0004459094,0.0004633121,0.00004124497,0.005778905],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3978785,"threshold_uncertainty_score":0.9997985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05432142152797308,"score_gpt":0.4068419604053564,"score_spread":0.3525205388773833,"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."}}