{"id":"W2138600212","doi":"10.1161/strokeaha.112.652305","title":"Regional Variation in Recommended Treatments for Ischemic Stroke and TIA","year":2012,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Ischemic stroke; Stroke (engine); Variation (astronomy); Internal medicine; Cardiology; Ischemia","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":[0.001317853,0.000135072,0.0002586764,0.000662323,0.0002439756,0.0004386143,0.0004775776,0.0002562646,0.001538346],"category_scores_gemma":[0.00706005,0.0001734432,0.0005679311,0.00103593,0.0003757868,0.0002358222,0.0006962194,0.0002901545,0.0002040229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006372884,"about_ca_system_score_gemma":0.00067666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03004069,"about_ca_topic_score_gemma":0.03219813,"domain_scores_codex":[0.9980305,0.0008502615,0.0002985371,0.0004139248,0.0002144279,0.0001924701],"domain_scores_gemma":[0.994284,0.001461197,0.002799437,0.0004554955,0.000697625,0.0003023136],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008577239,0.00001328378,0.9960873,0.00003199547,0.0001656976,0.00004422994,0.0002484765,0.0001796697,0.0002634973,0.00009021324,0.0003491104,0.002440641],"study_design_scores_gemma":[0.000006074891,0.00002166244,0.9989595,0.00001541797,0.00003854741,0.0001140006,0.0002324975,0.0001578475,0.00008510672,0.00003700089,0.0003284884,0.000003909965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957659,0.0007035963,0.0005373264,0.0003861857,0.00001360053,0.0000184595,0.001308071,0.00001517602,0.001251562],"genre_scores_gemma":[0.9990075,0.0001167125,0.0001632715,0.00006672057,0.000007166498,0.000009289291,0.0005581498,0.000003616024,0.00006747397],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03004069,"threshold_uncertainty_score":0.05973166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02950588069595814,"score_gpt":0.2895057750213105,"score_spread":0.2599998943253524,"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."}}