{"id":"W4322758175","doi":"10.1097/acm.0000000000005201","title":"Learner Education Handover: Moving Beyond Educational Silos","year":2023,"lang":"en","type":"article","venue":"Academic Medicine","topic":"Hospital Admissions and Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Handover; Information silo; Sociology; Medical education; Computer science; Medicine; Engineering; Telecommunications","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01821894,0.0005079773,0.0005189085,0.00215155,0.003866514,0.01403422,0.002308718,0.002709116,0.04841202],"category_scores_gemma":[0.07065452,0.000278985,0.0006565711,0.001370606,0.002174824,0.01352035,0.01259351,0.005221631,0.009852707],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002972561,"about_ca_system_score_gemma":0.01506811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002109824,"about_ca_topic_score_gemma":0.006648849,"domain_scores_codex":[0.9884443,0.005646519,0.0007678965,0.0007187498,0.003195039,0.001227537],"domain_scores_gemma":[0.9427776,0.01905821,0.004516569,0.003411714,0.006770958,0.023465],"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":[0.0003079373,0.0004091021,0.01239057,0.0008930793,0.00004455506,0.0003983181,0.003207969,0.0005060785,0.0001975203,0.01703935,0.180106,0.7844995],"study_design_scores_gemma":[0.0006217971,0.001266247,0.02789355,0.01239513,0.0001884031,0.00227455,0.03004971,0.006141762,0.001744287,0.1726739,0.744466,0.0002846259],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.04096568,0.01141232,0.03782957,0.7821659,0.008233599,0.000569649,0.0004785117,0.001950208,0.1163945],"genre_scores_gemma":[0.6786194,0.03946025,0.1077267,0.09640691,0.01411019,0.001256039,0.00159117,0.001187273,0.05964204],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04841202,"threshold_uncertainty_score":0.1619543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02540285221472408,"score_gpt":0.3575408643679126,"score_spread":0.3321380121531885,"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."}}