{"id":"W4403110771","doi":"10.1016/j.cjca.2024.09.028","title":"The Clinical Advantages of Making Our Hospitals Older Adult Friendly","year":2024,"lang":"en","type":"review","venue":"Canadian Journal of Cardiology","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hamilton Health Sciences; Research Institute for Aging; McMaster University; University of Waterloo; University of Alberta","funders":"","keywords":"Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.003091633,0.0004210394,0.000723708,0.001076462,0.0006967998,0.002552652,0.0007294564,0.001704359,0.003103896],"category_scores_gemma":[0.01045856,0.0001998247,0.0009027034,0.00110732,0.000733447,0.002317396,0.001774711,0.001382487,0.0005229964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177726,"about_ca_system_score_gemma":0.00545725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004977936,"about_ca_topic_score_gemma":0.01543003,"domain_scores_codex":[0.9972887,0.001495204,0.0003156499,0.0001489865,0.0005901869,0.000161304],"domain_scores_gemma":[0.9957841,0.001944106,0.0007783298,0.0001502896,0.0009839326,0.000359207],"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":[0.0001140672,0.0001095733,0.001678866,0.05233275,0.0003814449,0.0002264376,0.001488328,0.0001641493,0.0005163602,0.008419135,0.03964828,0.8949206],"study_design_scores_gemma":[0.0001098133,0.0003775839,0.01176847,0.06606653,0.0005759991,0.001728533,0.003002676,0.00005721768,0.00030951,0.004977847,0.9109816,0.0000442505],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001379613,0.9851992,0.0003506307,0.007051921,0.0009390006,0.00003183552,0.00002853247,0.00001231012,0.005006958],"genre_scores_gemma":[0.0218553,0.9689126,0.002020896,0.005216259,0.0007656527,0.00006420405,0.00006069049,0.000006265384,0.001098125],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004977936,"threshold_uncertainty_score":0.01635033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07830292373868966,"score_gpt":0.4950545647941361,"score_spread":0.4167516410554464,"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."}}