{"id":"W4220838595","doi":"10.1186/s12877-022-02843-9","title":"Prioritization of indicators of the quality of care provided to older adults with frailty by key stakeholders from five canadian provinces","year":2022,"lang":"en","type":"article","venue":"BMC Geriatrics","topic":"Frailty in Older Adults","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; University of Toronto; University of Calgary; Université Laval; Institute of Aging; Natural Sciences and Engineering Research Council of Canada","funders":"Government of Canada; Canadian Frailty Network; Université Laval","keywords":"Medicine; Health care; Thematic analysis; Focus group; Quality of life (healthcare); Gerontology; Quality management; Population; Nursing; Quality (philosophy); Qualitative research; Family medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002260274,0.0001643581,0.0004219974,0.0002413701,0.00009845227,0.000006328245,0.0003263556,0.00008458778,0.0001169531],"category_scores_gemma":[0.0006874132,0.0001285652,0.00009075878,0.001165538,0.00009141647,0.0000535109,0.0001057301,0.0001953724,6.361853e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779168,"about_ca_system_score_gemma":0.002724894,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2090938,"about_ca_topic_score_gemma":0.1689383,"domain_scores_codex":[0.9977536,0.0001952831,0.0005962119,0.0003299636,0.0008889279,0.0002360642],"domain_scores_gemma":[0.9981015,0.0001562963,0.0005880991,0.0005766237,0.0003488108,0.0002287056],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001219321,0.0003391534,0.9224666,0.002016685,0.0001224871,0.000003549914,0.05943255,0.0005513759,0.001438945,0.00009354689,0.007844657,0.004471068],"study_design_scores_gemma":[0.005999715,0.001326179,0.9093643,0.0004502347,0.0002552892,0.000002683743,0.05870064,0.00006102405,0.02040516,0.00002225551,0.003017042,0.0003954796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931662,0.000415492,0.0001171207,0.0004551042,0.000156685,0.002129102,0.00330275,0.0000183082,0.0002392411],"genre_scores_gemma":[0.9976982,0.00000598713,0.001562979,0.0001394512,0.0000322043,0.00007578931,0.000312252,0.0000279055,0.0001452178],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0401555,"threshold_uncertainty_score":0.8462264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02107182420913555,"score_gpt":0.2615417583024936,"score_spread":0.240469934093358,"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."}}