{"id":"W2100111685","doi":"10.1161/strokeaha.112.681254","title":"Effects of Institutional Caseload of Subarachnoid Hemorrhage on Mortality","year":2013,"lang":"en","type":"article","venue":"Stroke","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"National Institute for Health and Care Research","keywords":"Medicine; Poisson regression; Subarachnoid hemorrhage; Confidence interval; Demography; Emergency medicine; Mortality rate; Epidemiology; Pediatrics; Surgery; Internal medicine; Population; Environmental health","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":[0.002250469,0.0002472534,0.0002604927,0.0007307735,0.0002624727,0.0007421634,0.0008114931,0.0003421285,0.002981171],"category_scores_gemma":[0.02827852,0.0001532058,0.0006939915,0.0006347292,0.0005684962,0.0006605365,0.001148085,0.0005582003,0.0002073494],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000966193,"about_ca_system_score_gemma":0.0007608018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007109362,"about_ca_topic_score_gemma":0.00504989,"domain_scores_codex":[0.997321,0.001422554,0.0001759702,0.0003308011,0.0003413644,0.00040838],"domain_scores_gemma":[0.9744951,0.008849671,0.01135173,0.001210443,0.001230605,0.002862517],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001831989,0.00005083689,0.9946398,0.00001223719,0.00009872561,0.00009644884,0.00004327394,0.0006192153,0.00006537959,0.0001165907,0.0002523389,0.003821997],"study_design_scores_gemma":[0.000005524265,0.00009829213,0.9985127,0.00001263661,0.00003096836,0.0001499685,0.0001146826,0.00078353,0.00008366692,0.0001046684,0.00009901403,0.000004435089],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973496,0.0004362082,0.0003660263,0.0004951598,0.00002051381,0.000009545347,0.0002595871,0.0000190399,0.001044237],"genre_scores_gemma":[0.9997347,0.0000443495,0.00005348815,0.00002046147,0.00001341314,0.000002987295,0.00008399106,0.000002430225,0.00004410646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007109362,"threshold_uncertainty_score":0.01413596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01253526195928691,"score_gpt":0.2545992976735252,"score_spread":0.2420640357142383,"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."}}