{"id":"W2033417691","doi":"10.1016/j.jacr.2011.02.012","title":"The Effect of Imaging Capacity on the Imaging Workup of Patients With Stroke: A Preliminary Case for a Cross-Country Comparison","year":2011,"lang":"en","type":"article","venue":"Journal of the American College of Radiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Kwantlen Polytechnic University; University of Ottawa; Ottawa Hospital","funders":"","keywords":"Stroke (engine); Medicine; Medical imaging; Radiology; Medical physics; Engineering","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":[0.006524904,0.0003514068,0.0005064981,0.001989987,0.0008237491,0.001432715,0.0007215199,0.0007997779,0.003292604],"category_scores_gemma":[0.02197166,0.0002396859,0.001032953,0.001290474,0.001262057,0.002069914,0.001831813,0.0008846275,0.0003828981],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004159345,"about_ca_system_score_gemma":0.0003673895,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003986715,"about_ca_topic_score_gemma":0.004523478,"domain_scores_codex":[0.9952624,0.002941117,0.0004199147,0.0004533226,0.0002998984,0.0006233465],"domain_scores_gemma":[0.9787182,0.01207356,0.003524286,0.002273733,0.001590072,0.001820084],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001041938,0.0001518693,0.9943141,0.00002608822,0.0002854562,0.0002323808,0.0007131228,0.00007558947,0.0004056665,0.0001907447,0.00007012879,0.002492867],"study_design_scores_gemma":[0.00002309535,0.0008250888,0.9951998,0.00002203097,0.0002002219,0.0004624448,0.002471071,0.0001511741,0.0001826684,0.0001336351,0.000314914,0.00001392552],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971038,0.0004258775,0.0001536406,0.0001892473,0.00001796352,0.00001098141,0.0001536825,0.000001541503,0.001943286],"genre_scores_gemma":[0.9996796,0.00004789548,0.00006955658,0.00004122231,0.00001079255,0.000003949802,0.000092037,0.000001899736,0.00005299216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006524904,"threshold_uncertainty_score":0.03450739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01014544837410626,"score_gpt":0.2612231244281036,"score_spread":0.2510776760539974,"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."}}