{"id":"W3109349995","doi":"10.1161/circoutcomes.120.006968","title":"Examining Hospital Variation on Multiple Indicators of Stroke Quality of Care","year":2020,"lang":"en","type":"article","venue":"Circulation Cardiovascular Quality and Outcomes","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Institute of Health Services and Policy Research; Sunnybrook Health Science Centre","funders":"Canadian Institutes of Health Research","keywords":"Variation (astronomy); Stroke (engine); Quality (philosophy); Medicine; Statistics; Mathematics; Engineering","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01117732,0.0003981305,0.0005076462,0.00195238,0.0004561091,0.0008894462,0.001156329,0.000386909,0.0007020101],"category_scores_gemma":[0.0349562,0.0002929097,0.0007150856,0.003796962,0.0007425772,0.0004611557,0.00163212,0.0006542547,0.00009334778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004095757,"about_ca_system_score_gemma":0.004280805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1829847,"about_ca_topic_score_gemma":0.1730393,"domain_scores_codex":[0.9897419,0.004347614,0.0007969262,0.001585703,0.002568751,0.0009590848],"domain_scores_gemma":[0.9549967,0.01722292,0.01853725,0.002458287,0.005187678,0.001597132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002284225,0.000007553631,0.997686,0.000009321398,0.0001754969,0.000008205898,0.00009130699,0.0004848998,0.0000492514,0.00004008933,0.00006405596,0.001360795],"study_design_scores_gemma":[0.000002914129,0.00002887796,0.9978601,0.000005972281,0.00003004485,0.00001318461,0.00008733688,0.001750519,0.00007308747,0.000054155,0.00008870292,0.000005061947],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961952,0.0001388236,0.002504088,0.0001199029,0.000004223965,0.00002898109,0.0005984074,0.0000135895,0.0003967468],"genre_scores_gemma":[0.9988459,0.00003154915,0.0005929535,0.00001173686,0.000003074945,0.00001375815,0.0004282906,0.000002833664,0.00006975342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1829847,"threshold_uncertainty_score":0.3638393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05723459701522753,"score_gpt":0.3018511376864394,"score_spread":0.2446165406712119,"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."}}