{"id":"W4411948056","doi":"10.1002/ase.70078","title":"A randomized controlled study on medical students learning anatomy through hands‐on ultrasound","year":2025,"lang":"en","type":"article","venue":"Anatomical Sciences Education","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Max Rady College of Medicine, University of Manitoba; University of Manitoba","keywords":"Ultrasound; Cadaver; Medicine; Session (web analytics); Randomized controlled trial; Cadaveric spasm; Curriculum; Anatomy; Medical physics; Surgery; Radiology; Psychology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006952188,0.001405428,0.004036009,0.0009178196,0.00110035,0.001207711,0.001543463,0.003597641,0.009554181],"category_scores_gemma":[0.009742911,0.001111868,0.001808222,0.0007840209,0.002049296,0.00139575,0.0006586833,0.002534324,0.0008183912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001081463,"about_ca_system_score_gemma":0.002866511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001333213,"about_ca_topic_score_gemma":0.002165397,"domain_scores_codex":[0.9921628,0.00462763,0.0008474507,0.0009079905,0.000837352,0.0006168546],"domain_scores_gemma":[0.9919768,0.004659255,0.00123855,0.000508626,0.000591965,0.00102477],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9116923,0.06630102,0.0008883685,0.00199042,0.0008454662,0.00006572673,0.0002065244,0.0001222375,0.001615763,0.0002535434,0.000430339,0.0155884],"study_design_scores_gemma":[0.753163,0.2434356,0.001711853,0.00007993267,0.000384391,0.00001228982,0.00008124487,0.0001564713,0.0003287709,0.0001024465,0.0005280041,0.00001601916],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9600068,0.002722643,0.001109307,0.0005220036,0.00182171,0.03149169,0.0004519184,0.0001029465,0.001770944],"genre_scores_gemma":[0.922226,0.002553386,0.006448027,0.001524778,0.001258114,0.06181134,0.0003744064,0.00002025919,0.003783786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009554181,"threshold_uncertainty_score":0.03676707,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007647723799903392,"score_gpt":0.3411412496536059,"score_spread":0.3334935258537025,"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."}}