{"id":"W4410031003","doi":"10.1177/19418744251338601","title":"Stroke Hospitalization Administration &amp; Monitoring: Routine or COVID-19 Care (SHAMROCC)","year":2025,"lang":"en","type":"article","venue":"The Neurohospitalist","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Thrombolysis; Stroke (engine); Incidence (geometry); Complication; Emergency medicine; Cohort; Intensive care unit; Retrospective cohort study; Coronavirus disease 2019 (COVID-19); Demographics; Intensive care medicine; Internal medicine; Myocardial infarction; Disease","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":[0.002134524,0.0003398008,0.0004062252,0.00197828,0.0007315853,0.0009187471,0.0006493154,0.0003149279,0.005115736],"category_scores_gemma":[0.008347635,0.0001736352,0.0004669702,0.002837601,0.0003662939,0.0004726678,0.0008689727,0.0005090342,0.001389014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001572217,"about_ca_system_score_gemma":0.004624083,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006790639,"about_ca_topic_score_gemma":0.01086759,"domain_scores_codex":[0.9974303,0.0005152245,0.0009158045,0.000302165,0.0005109621,0.0003256467],"domain_scores_gemma":[0.9801886,0.00129506,0.01214616,0.0009324724,0.002976661,0.002461001],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001145063,0.0002778348,0.9065425,0.0005956388,0.0001361777,0.0002175047,0.0002804787,0.0002043544,0.0004459376,0.0003781361,0.03827564,0.05150079],"study_design_scores_gemma":[0.0002332546,0.0005919651,0.9797681,0.0002682738,0.00006805586,0.0003956501,0.0001654536,0.000368339,0.0004121784,0.0001410667,0.01755936,0.00002828772],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.862777,0.002454592,0.003871923,0.003071333,0.0005999331,0.005785726,0.07143813,0.0009001794,0.04910121],"genre_scores_gemma":[0.9407493,0.001989857,0.006553585,0.002824191,0.001024876,0.004598139,0.03828855,0.000124209,0.003847143],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006790639,"threshold_uncertainty_score":0.01711386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07396402272552616,"score_gpt":0.4339831092705204,"score_spread":0.3600190865449942,"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."}}