{"id":"W4389629464","doi":"10.36834/cmej.75272","title":"Can you teach a hands-on skill online? A scoping review of e-learning for point-of-care ultrasound in medical education","year":2023,"lang":"en","type":"review","venue":"Canadian Medical Education Journal","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Learning styles; MEDLINE; Computer science; Point of care ultrasound; Medical education; Medicine; Popularity; Psychology; Mathematics education; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.0149812,0.001296509,0.004242967,0.01770747,0.001119793,0.003420962,0.002406432,0.003022087,0.00457478],"category_scores_gemma":[0.06474288,0.0008118942,0.004779986,0.01465124,0.001502722,0.004010592,0.002170993,0.001860701,0.0005615451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004242463,"about_ca_system_score_gemma":0.01324099,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007054888,"about_ca_topic_score_gemma":0.0157725,"domain_scores_codex":[0.9888105,0.00409461,0.004238243,0.0005479638,0.002059896,0.0002487813],"domain_scores_gemma":[0.9352306,0.05359584,0.005681685,0.0007375412,0.004293586,0.0004607498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001261956,0.00006622018,0.0005921026,0.7913073,0.00128585,0.0001271706,0.0006680383,0.0001508632,0.0001962241,0.0007675663,0.002057039,0.2026555],"study_design_scores_gemma":[0.00003537449,0.00009767881,0.00135185,0.9762072,0.003999572,0.0001807529,0.0004565041,0.00005631692,0.000116726,0.0002220849,0.01726194,0.00001396318],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006766187,0.9978819,0.0001787968,0.0003498139,0.0001225495,0.0001926217,0.00007967302,0.000004210584,0.0005137265],"genre_scores_gemma":[0.006502202,0.9917139,0.000680381,0.0004307847,0.00005332819,0.0004348979,0.000090609,0.000003634973,0.00009021298],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01770747,"threshold_uncertainty_score":0.07922906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05725041854159812,"score_gpt":0.4585791848874101,"score_spread":0.401328766345812,"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."}}