{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006158372,0.0001692616,0.0002349738,0.001119338,0.0002083703,0.0007217781,0.0004044535,0.0002168205,0.003690587],"category_scores_gemma":[0.006070726,0.00007486015,0.0002979352,0.001204781,0.0002099716,0.0004346123,0.0003693568,0.0004226916,0.0003161748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007164478,"about_ca_system_score_gemma":0.0005207867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003938942,"about_ca_topic_score_gemma":0.003066143,"domain_scores_codex":[0.9993933,0.0001649024,0.00009989986,0.00007414234,0.000140616,0.0001271197],"domain_scores_gemma":[0.9931901,0.001142381,0.003946276,0.0001306894,0.0005927852,0.0009976693],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001031059,0.00003642821,0.9951614,0.00002709912,0.0001035083,0.00006899199,0.00002955388,0.0003057636,0.00003698909,0.00008927868,0.0005818621,0.003456113],"study_design_scores_gemma":[0.00001551515,0.00007549351,0.9981847,0.00002716287,0.00004103184,0.000365359,0.00006130242,0.0004635148,0.00006097493,0.0003413659,0.0003565894,0.000006929388],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934074,0.001331759,0.0002129823,0.0005685455,0.00002348427,0.00001356069,0.001650266,0.00002453374,0.002767567],"genre_scores_gemma":[0.9984914,0.000190215,0.00004256561,0.00002944635,0.00003360827,0.000004972935,0.001072141,0.00000262887,0.0001330483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003938942,"threshold_uncertainty_score":0.01234627,"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."}}