{"id":"W4312103149","doi":"10.1093/geroni/igac059.1615","title":"IDENTIFYING ASSISTED LIVING SAFETY PRIORITIES: A DELPHI PANEL WITH RESIDENT, FAMILY, AND PROFESSIONAL STAKEHOLDERS","year":2022,"lang":"en","type":"article","venue":"Innovation in Aging","topic":"Geriatric Care and Nursing Homes","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Delphi method; Stakeholder; Seriousness; Public relations; Stakeholder engagement; Delphi; Medical education; Business; Psychology; Medicine; Political science; Computer science","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":[0.09399706,0.001274274,0.0008956562,0.00444176,0.01160343,0.003561731,0.002160849,0.003799412,0.005197619],"category_scores_gemma":[0.06994571,0.001341401,0.001049765,0.001835401,0.003507343,0.004920726,0.0131523,0.004971568,0.00102955],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006901942,"about_ca_system_score_gemma":0.02045431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005748524,"about_ca_topic_score_gemma":0.006184251,"domain_scores_codex":[0.941949,0.04295575,0.00278993,0.001658464,0.003345368,0.007301516],"domain_scores_gemma":[0.9200887,0.04295564,0.001628466,0.001562155,0.02627008,0.007494892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004960133,0.0006757464,0.01039905,0.001226751,0.0000564084,0.003721699,0.8830273,0.002086393,0.01251337,0.006087186,0.01518011,0.06452996],"study_design_scores_gemma":[0.0001045209,0.0006902582,0.005318585,0.001338144,0.00003778032,0.0008725564,0.9175671,0.005057558,0.003406367,0.006095067,0.0592836,0.000228337],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8758375,0.0008056985,0.05841389,0.0203354,0.0008107409,0.02368214,0.00054485,0.0002229412,0.01934679],"genre_scores_gemma":[0.8937473,0.001228,0.07105709,0.005164917,0.0001675041,0.02222183,0.0003337347,0.00009427014,0.005985389],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09399706,"threshold_uncertainty_score":0.4971099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.18415575546994,"score_gpt":0.3975806338614908,"score_spread":0.2134248783915507,"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."}}