{"id":"W2042491280","doi":"10.1212/01.wnl.0000268485.93349.58","title":"Hospital volume and stroke outcome","year":2007,"lang":"en","type":"article","venue":"Neurology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Medicine; Stroke (engine); Specialty; Psychological intervention; Emergency medicine; Ischemic stroke; Mortality rate; Internal medicine; Ischemia; Family medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000129739,0.00008618003,0.0001667528,0.00007626783,0.00002052835,0.00000360163,0.00005131821,0.0000811702,0.0001113368],"category_scores_gemma":[0.00006222595,0.00007849948,0.00003307261,0.00004235162,0.0000836191,0.0000206986,0.00009829606,0.0002005601,0.00008700101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008369409,"about_ca_system_score_gemma":0.000005297723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000162416,"about_ca_topic_score_gemma":0.000003931681,"domain_scores_codex":[0.9992639,0.000008117931,0.0001616163,0.0002131456,0.0001033149,0.0002498792],"domain_scores_gemma":[0.9996217,0.00003837641,0.00003690066,0.000191561,0.00001834868,0.00009307011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001870292,0.00004804268,0.9768877,0.00001382397,0.00003103602,0.0005129381,0.00004551872,1.672469e-7,0.001709804,0.0001389576,0.0153709,0.005054063],"study_design_scores_gemma":[0.0008431386,0.001178682,0.7520953,8.096971e-7,0.00004552364,0.000136415,0.00001024405,0.00004275826,0.0002308876,0.000006480148,0.2453529,0.00005681074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9572173,0.00006199643,0.0006205672,0.008874319,0.0003407299,0.0001726139,0.00000215724,0.00006306325,0.03264722],"genre_scores_gemma":[0.9872943,0.000008737237,0.0005018829,0.007665022,0.0001745383,0.000003035679,0.000003251963,0.00001387986,0.004335328],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.229982,"threshold_uncertainty_score":0.3201116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009822646155572639,"score_gpt":0.2582311244484979,"score_spread":0.2484084782929253,"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."}}