{"id":"W2887543206","doi":"10.1002/ca.23259","title":"Medical education for millennials: How anatomists are doing it right","year":2018,"lang":"en","type":"article","venue":"Clinical Anatomy","topic":"Anatomy and Medical Technology","field":"Engineering","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Relevance (law); Curriculum; Medicine; Medical education; Engineering ethics; Key (lock); Pedagogy; Psychology; Computer science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007648033,0.0001895278,0.0004226307,0.0001053829,0.0001156673,0.00002225936,0.0004365319,0.0007190484,0.0006484775],"category_scores_gemma":[0.002263495,0.0001627886,0.0001957919,0.0002622172,0.0005740334,0.00009121271,0.00006611855,0.0004808981,0.0001502408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004903427,"about_ca_system_score_gemma":0.0002337678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002682157,"about_ca_topic_score_gemma":0.00007601023,"domain_scores_codex":[0.998372,0.00004885388,0.0005250421,0.0003649131,0.0002735305,0.0004156414],"domain_scores_gemma":[0.9984853,0.000447803,0.00008746979,0.000353171,0.0001617157,0.0004645273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002433389,0.0001865617,0.0008725696,0.0001177307,0.00009913569,0.00002604242,0.00003996204,3.071623e-7,0.000003863962,0.01557134,0.4521624,0.5308958],"study_design_scores_gemma":[0.0007571751,0.00008530173,0.0003250924,0.0001502839,0.00002739059,0.00001809044,0.0001265306,0.006991796,0.0002640133,0.004617892,0.9864187,0.0002177446],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5357841,0.01631089,0.1350889,0.1800384,0.02643037,0.003279071,0.00008652029,0.005899251,0.09708242],"genre_scores_gemma":[0.9871532,0.001342021,0.004342558,0.003772346,0.002566071,0.0001283448,0.00002069888,0.00004766688,0.0006271125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5342563,"threshold_uncertainty_score":0.7100374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02044389556701987,"score_gpt":0.3600639513791988,"score_spread":0.339620055812179,"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."}}