{"id":"W4414163839","doi":"10.1016/j.cptl.2025.102466","title":"Using simulation stethoscopes to support physical exam skill development in health professionals education: A scoping review of educational applications and outcomes","year":2025,"lang":"en","type":"review","venue":"Currents in Pharmacy Teaching and Learning","topic":"Simulation-Based Education in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver General Hospital; University of British Columbia; Dalhousie University; University of British Columbia Hospital","funders":"Faculty of Pharmaceutical Sciences, University of British Columbia","keywords":"Stethoscope; Pharmacy; Health professionals; Health professions; Health care; Professional development; Focus (optics)","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002065956,0.0003304194,0.001436026,0.0008583318,0.000322712,0.00002045551,0.0001065864,0.00007147611,0.00004963038],"category_scores_gemma":[0.001607232,0.0003135804,0.00008234826,0.000607913,0.00003025929,0.0001184585,0.00009461193,0.001361785,0.000003009949],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005633206,"about_ca_system_score_gemma":0.009461842,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009649831,"about_ca_topic_score_gemma":0.000002453048,"domain_scores_codex":[0.9959742,0.00133993,0.001524431,0.0005677676,0.0003248354,0.0002688429],"domain_scores_gemma":[0.9955205,0.003153482,0.0007147542,0.0002079497,0.0001878459,0.0002155055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.000003046162,0.0003573839,0.03565434,0.2917607,0.00001440337,7.304346e-8,0.002470113,0.0002460803,3.281315e-8,0.00003317119,0.00002107242,0.6694396],"study_design_scores_gemma":[0.0004181652,0.00002492855,0.002388991,0.9189227,0.0001270559,0.000005611812,0.0004242242,0.0005795759,1.996994e-7,0.00001158552,0.07683033,0.0002665798],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003713208,0.9897316,0.0001959937,0.0008289798,0.0003637888,0.005076848,0.000007677244,0.00002030309,0.00006166305],"genre_scores_gemma":[0.009590122,0.9774641,0.00900141,0.001121724,0.0002174562,0.001575623,0.0006732951,0.00004884545,0.0003074183],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6691729,"threshold_uncertainty_score":0.9999316,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1742956471603294,"score_gpt":0.6143577101603479,"score_spread":0.4400620630000185,"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."}}