{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003496656,0.0005487948,0.0003335051,0.002514782,0.006067239,0.004024173,0.001711361,0.002376781,0.1984729],"category_scores_gemma":[0.01223513,0.0003726684,0.0004451007,0.001247099,0.00163934,0.001732434,0.006251568,0.002212777,0.02873057],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02561435,"about_ca_system_score_gemma":0.208239,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5838252,"about_ca_topic_score_gemma":0.9089684,"domain_scores_codex":[0.9964161,0.0003484081,0.00009496757,0.0001101475,0.001642182,0.001388183],"domain_scores_gemma":[0.9562553,0.000858006,0.0005801826,0.0003192503,0.009648633,0.03233863],"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":[0.00001394663,0.00008098791,0.002828505,0.00006358456,0.000001630681,0.00006090163,0.0003045465,0.00006355414,0.00009058788,0.002941397,0.9363851,0.05716529],"study_design_scores_gemma":[0.0000179183,0.00003763928,0.01179483,0.0004731819,0.000005064095,0.0001522506,0.002454264,0.0001989218,0.0001631496,0.001855867,0.9828318,0.00001506629],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01445392,0.003283603,0.0008662556,0.1440521,0.007935472,0.0003660953,0.002669558,0.0005184709,0.8258546],"genre_scores_gemma":[0.06680741,0.003956173,0.004360317,0.02009981,0.001365708,0.0003188461,0.002359868,0.000207068,0.9005249],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9743856,"threshold_uncertainty_score":0.8372515,"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."}}