{"id":"W3008580927","doi":"10.1177/1591019920908131","title":"Discrepancies between current and ideal endovascular stroke treatment practice in Europe and North America: Results from UNMASK EVT, a multidisciplinary survey","year":2020,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital; University of Calgary","funders":"","keywords":"Per capita; Medicine; Multidisciplinary approach; Health care; Stroke (engine); Gross domestic product; Ideal (ethics); Family medicine; Economic growth; Socioeconomics; Environmental health; Political science; Economics; Population; Law","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.004575586,0.0001757442,0.0003110651,0.001509144,0.0004730839,0.001148214,0.0005254706,0.000720379,0.001092887],"category_scores_gemma":[0.01174218,0.0002203299,0.000443638,0.001893168,0.0008011039,0.001330679,0.001728102,0.0004575913,0.0001738923],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007845089,"about_ca_system_score_gemma":0.0009712322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01341384,"about_ca_topic_score_gemma":0.01210425,"domain_scores_codex":[0.9970852,0.001117013,0.0005944287,0.000420894,0.0004921177,0.000290443],"domain_scores_gemma":[0.987348,0.003845741,0.006106349,0.0005112359,0.001067735,0.001120903],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008323477,0.00004617931,0.9944463,0.00003553993,0.00005452182,0.00004808213,0.002717818,0.00006860988,0.00005160929,0.00004258549,0.0003123271,0.002093155],"study_design_scores_gemma":[0.000004347424,0.00003593809,0.9944776,0.00003006691,0.000009711156,0.00009788447,0.004865455,0.000104387,0.00002412185,0.00001799385,0.0003280685,0.000004439329],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998703,0.0001937561,0.00005709206,0.0001463269,0.000003961796,0.00001022871,0.0003266149,0.00000210752,0.0005569138],"genre_scores_gemma":[0.999338,0.000112367,0.00005020904,0.0000864149,0.000004447887,0.00001498599,0.0003422805,0.000001572015,0.00004971694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9954244,"threshold_uncertainty_score":0.02667153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05893336128098271,"score_gpt":0.3224480568173758,"score_spread":0.2635146955363931,"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."}}