{"id":"W4416443672","doi":"10.21955/mep.1115291.1","title":"Aging care 5Ms competencies for Canadian medical students","year":2023,"lang":"en","type":"other","venue":"Faculty of 1000 Research Ltd","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Population ageing; MEDLINE; Health care; Patient care; Elderly care","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.004544958,0.0004293082,0.0008081475,0.002590695,0.0003645369,0.0001704809,0.00365685,0.0008152939,0.00836175],"category_scores_gemma":[0.003486452,0.0004018941,0.0002609225,0.001122297,0.0009276899,0.00005404608,0.0007480874,0.001340028,0.01275472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001577915,"about_ca_system_score_gemma":0.005529526,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6820132,"about_ca_topic_score_gemma":0.955528,"domain_scores_codex":[0.9860867,0.0004034925,0.000451089,0.0008262463,0.01027489,0.001957534],"domain_scores_gemma":[0.994953,0.0004477718,0.0001514998,0.0008412902,0.001859867,0.001746514],"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":[0.00001635406,0.00004047569,0.00259971,0.0007232609,0.0003146122,0.0001551321,0.001138789,0.000001234422,0.00003124729,0.0001446929,0.9929847,0.00184977],"study_design_scores_gemma":[0.0009002814,0.0001115953,0.001839651,0.002139635,0.00002340606,0.00000358576,0.003461691,0.0000145633,0.00008102486,0.00001555061,0.9910497,0.0003593264],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001634355,0.003861323,0.000007051436,0.005031651,0.001015797,0.006801834,0.09807769,0.001915084,0.8816552],"genre_scores_gemma":[0.002939674,0.0001496161,0.000371616,0.0000573481,0.0007684809,0.0004089768,0.002865148,0.003562137,0.988877],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2735147,"threshold_uncertainty_score":0.9998433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07426267461166657,"score_gpt":0.432691214333885,"score_spread":0.3584285397222184,"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."}}