{"id":"W2997814482","doi":"","title":"Stroke Center Certification and Performance: A Longitudinal Analysis of the Northeast Cerebrovascular Consortium Region.","year":2019,"lang":"en","type":"article","venue":"PubMed","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Certification; Stroke (engine); Medicine; Exploratory analysis; Subgroup analysis; Demography; Gerontology; Internal medicine; Confidence interval; Political science; Computer science; Sociology","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":[0.001959161,0.0001701238,0.000198526,0.0008331374,0.0006254847,0.0007663417,0.0005569694,0.0005229633,0.001433136],"category_scores_gemma":[0.00441629,0.0002319777,0.0005128654,0.001718049,0.0002683232,0.000767627,0.0009306587,0.0008456365,0.0003650633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008472992,"about_ca_system_score_gemma":0.001926934,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1451223,"about_ca_topic_score_gemma":0.1746736,"domain_scores_codex":[0.9992914,0.0002246129,0.00005963103,0.0001292651,0.000120453,0.0001745839],"domain_scores_gemma":[0.9962686,0.0002941171,0.001478454,0.0003722002,0.0007408304,0.0008456854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000309149,0.00001981454,0.9993998,0.000001446236,0.00002425502,0.00001181788,0.00006137471,0.0000171035,0.00001950666,0.000008761202,0.0001523122,0.0002529847],"study_design_scores_gemma":[0.000001953651,0.00002190214,0.9995084,0.000004212017,0.00001220788,0.00002254232,0.0002003577,0.00008136467,0.00001132604,0.000004527907,0.0001292741,0.000001823509],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974743,0.0001927216,0.00006055908,0.0001429406,0.000008973868,0.000006306785,0.001702132,0.000004850433,0.0004072619],"genre_scores_gemma":[0.9981532,0.00006884192,0.00003992697,0.00003421254,0.000005860459,0.000008581715,0.001441252,0.000003085845,0.0002451061],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1451223,"threshold_uncertainty_score":0.2885551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0198144493819904,"score_gpt":0.209634837302441,"score_spread":0.1898203879204506,"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."}}