{"id":"W4415930146","doi":"10.36834/cmej.82327","title":"Reflections on the value of near-peer teaching in anatomy education","year":2025,"lang":"en","type":"letter","venue":"Canadian Medical Education Journal","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Value (mathematics)","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008724002,0.0001785428,0.0002451845,0.0008767765,0.0002081518,0.00004338963,0.0005547298,0.001115284,0.003236639],"category_scores_gemma":[0.009797806,0.000144986,0.00009071194,0.0004372392,0.00017715,0.00004936747,0.0000113413,0.008258909,0.00001900462],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009027798,"about_ca_system_score_gemma":0.04396001,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004787359,"about_ca_topic_score_gemma":0.008181808,"domain_scores_codex":[0.9982063,0.000176753,0.0004737433,0.000155036,0.0006109823,0.0003772491],"domain_scores_gemma":[0.9983202,0.0002041669,0.00008518321,0.0002787594,0.0001236336,0.000988045],"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":[4.623997e-7,0.0000229249,0.000009732846,0.00004218951,0.00002621282,0.00001965652,0.0002590471,0.00001358609,1.811701e-7,0.01054454,0.9035174,0.0855441],"study_design_scores_gemma":[0.00006954787,0.00001666936,0.00005687576,0.0007920202,0.00001917089,0.000137464,0.0005215135,0.0003412956,0.000003034516,0.003524815,0.9944003,0.0001173483],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008011693,0.0007225452,0.00007462927,0.923924,0.005198378,0.0001551322,0.000007850319,0.00003325006,0.06908309],"genre_scores_gemma":[0.02131156,0.0003779536,0.0003407826,0.9713328,0.003299372,0.0000677543,0.00007564131,0.00003465291,0.003159486],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.09088288,"threshold_uncertainty_score":0.9985431,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009524362675867697,"score_gpt":0.3161177403094447,"score_spread":0.306593377633577,"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."}}