{"id":"W4361255809","doi":"10.21203/rs.3.rs-2632119/v1","title":"The Quality in Acute Stroke Care (QASC) global scale-up using a cascading facilitation framework: A qualitative process evaluation","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"European Stroke Organisation","keywords":"Nursing; Stakeholder; Qualitative research; Protocol (science); Health care; Psychology; Medicine; Public relations; Sociology; Political science; Alternative medicine","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":[0.1344331,0.001159787,0.00120042,0.002531932,0.007018864,0.00446988,0.002904269,0.001773142,0.00392137],"category_scores_gemma":[0.09516446,0.0006986461,0.00146761,0.003276603,0.008728869,0.003125012,0.007696984,0.003172996,0.0005612997],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01838392,"about_ca_system_score_gemma":0.03258625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007068396,"about_ca_topic_score_gemma":0.00890148,"domain_scores_codex":[0.8900497,0.09578604,0.002681581,0.002326916,0.004875772,0.00427989],"domain_scores_gemma":[0.8294219,0.137507,0.00448712,0.004621471,0.01940393,0.004558616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0005780925,0.001329135,0.005169157,0.005461804,0.00006260358,0.0006537705,0.8677933,0.001817632,0.002240474,0.01272595,0.003568668,0.09859941],"study_design_scores_gemma":[0.0005922443,0.002396457,0.006675178,0.005993362,0.0001422798,0.0002418077,0.9190361,0.003237366,0.006146582,0.01086124,0.04453493,0.000142433],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8054203,0.001488711,0.0792702,0.009987062,0.00030373,0.07845019,0.001761848,0.000252923,0.02306516],"genre_scores_gemma":[0.8220051,0.001021924,0.100798,0.001475525,0.00004507318,0.07082663,0.00038327,0.00009400733,0.003350543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1344331,"threshold_uncertainty_score":0.7109586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2700636215070787,"score_gpt":0.5885790710027927,"score_spread":0.318515449495714,"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."}}