{"id":"W4399436683","doi":"10.1111/capa.12569","title":"Quality Improvement Support Agencies as a systemic quality strategy: France and Québec","year":2024,"lang":"en","type":"article","venue":"Canadian Public Administration","topic":"Clinical practice guidelines implementation","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Université de Montréal","funders":"","keywords":"Excellence; Quality (philosophy); Consistency (knowledge bases); Quality management; Business; Systemic risk; Political science; Public administration; Service (business); Computer science; Marketing; Economics","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001832445,0.0001702428,0.0002569048,0.0001619761,0.0001417483,0.0003302933,0.00007374088,0.0001340141,0.0009403335],"category_scores_gemma":[0.002282549,0.0001677322,0.00007184938,0.000249529,0.00009387938,0.0005660685,0.00001524951,0.0002562534,0.0001236487],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00080489,"about_ca_system_score_gemma":0.01913724,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2016929,"about_ca_topic_score_gemma":0.6969995,"domain_scores_codex":[0.9976026,0.0001207136,0.00112201,0.0004528761,0.0003665627,0.0003351902],"domain_scores_gemma":[0.9981313,0.0003456354,0.0001774499,0.0003273737,0.0002562994,0.000761968],"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":[0.0002598567,0.0002153637,0.07186077,0.003401692,0.000564963,0.0007640433,0.001398776,9.783914e-7,0.01185974,0.2511831,0.04634481,0.6121459],"study_design_scores_gemma":[0.002128071,0.003017398,0.09590266,0.000232878,0.0002933404,0.0009536961,0.01338029,0.0009071175,0.0007725563,0.001673151,0.8798411,0.0008977141],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8754892,0.0003641932,0.0006232237,0.1187158,0.0003769142,0.0008337902,0.0001770909,0.0001323431,0.00328744],"genre_scores_gemma":[0.9920021,0.00004266106,0.0001254871,0.003177688,0.0002623813,0.00007068202,0.0004495554,0.00002123449,0.003848233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8334963,"threshold_uncertainty_score":0.9999729,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1993954734254878,"score_gpt":0.4778758724901206,"score_spread":0.2784803990646328,"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."}}