{"id":"W2581309210","doi":"10.1111/medu.13211","title":"Ultrasound in undergraduate medical education: a systematic and critical review","year":2017,"lang":"en","type":"review","venue":"Medical Education","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":138,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Wilson Centre; University of Toronto","funders":"","keywords":"Context (archaeology); Point of care ultrasound; Medical education; Ultrasound; Empirical research; Psychology; Medicine; Radiology; Epistemology","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.107884,0.002091973,0.007741052,0.03699327,0.003232661,0.006861191,0.003851113,0.004742327,0.003540124],"category_scores_gemma":[0.360375,0.001874531,0.004447248,0.0256948,0.005440617,0.00829565,0.004488884,0.003218595,0.0005379646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01461583,"about_ca_system_score_gemma":0.06821517,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005134574,"about_ca_topic_score_gemma":0.01326724,"domain_scores_codex":[0.8339605,0.09157334,0.04340041,0.005194841,0.02398331,0.001887692],"domain_scores_gemma":[0.4961258,0.4117576,0.04330521,0.008993462,0.03737636,0.002441531],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001541002,0.00004328169,0.001269813,0.9171364,0.002146874,0.0004037478,0.005100474,0.0002372662,0.0002696287,0.002179954,0.005335047,0.06572349],"study_design_scores_gemma":[0.00006394955,0.00009946386,0.001011306,0.9644315,0.004273076,0.0002716709,0.002252013,0.0001376069,0.0002079057,0.001243182,0.02596629,0.00004204338],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002720545,0.9825323,0.002127174,0.004159934,0.001308079,0.005689508,0.0004204526,0.00003134186,0.001010602],"genre_scores_gemma":[0.06530208,0.897736,0.01555571,0.003804192,0.0008558196,0.01569053,0.000544176,0.00003889924,0.0004725665],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.892116,"threshold_uncertainty_score":0.5705519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1076006462079326,"score_gpt":0.5061694805324227,"score_spread":0.3985688343244901,"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."}}