{"id":"W4307244604","doi":"10.17294/2694-4715.1033","title":"Key Healthcare Providers’ Perspectives on the Implementation of Senior-Friendly Emergency Department Care in Quebec","year":2022,"lang":"en","type":"article","venue":"Journal of Geriatric Emergency Medicine","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec","keywords":"Emergency department; Health care; Key (lock); Medical emergency; Nursing; Business; Medicine; Computer science; Computer security; Political science","routes":{"ca_aff":false,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003846917,0.0002112055,0.0005948514,0.0005090491,0.0007546506,0.000001498733,0.0003433236,0.00008201456,0.01426777],"category_scores_gemma":[0.0006975111,0.0001349706,0.0001574489,0.001108784,0.00003024072,0.0002172066,0.00008983431,0.001264382,0.00000670364],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009756762,"about_ca_system_score_gemma":0.001568699,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.06612723,"about_ca_topic_score_gemma":0.05543341,"domain_scores_codex":[0.9909275,0.004254166,0.002929001,0.0002505737,0.001168262,0.0004704729],"domain_scores_gemma":[0.9948025,0.0005008861,0.003268115,0.0003278377,0.0009150102,0.0001856911],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0008639007,0.0002387993,0.2246504,0.00158675,0.00016721,0.00003805228,0.5724095,0.00004418641,0.0003506217,0.004917414,0.1869275,0.007805666],"study_design_scores_gemma":[0.001116155,0.002714911,0.05507109,0.0001236912,0.00005648876,0.000007601465,0.7993379,0.00000196955,0.000006516992,0.0001282462,0.1413285,0.0001069312],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9008471,0.02276454,0.00002387488,0.0645567,0.007999092,0.001884584,0.00006610337,0.00001278056,0.001845222],"genre_scores_gemma":[0.9919236,0.005183883,0.00004334944,0.0001622785,0.001483017,0.0001721169,0.00001420258,0.00002762515,0.000989869],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2269285,"threshold_uncertainty_score":0.9866333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0579716236266492,"score_gpt":0.4646878379087708,"score_spread":0.4067162142821216,"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."}}