{"id":"W2110499725","doi":"10.1161/strokeaha.111.646091","title":"Cost Avoidance Associated With Optimal Stroke Care in Canada","year":2012,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":49,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of British Columbia; Kwantlen Polytechnic University; University of Toronto; Ontario Stroke Network; Golder Associates (Canada); McGill University; Institute for Clinical Evaluative Sciences; University of Calgary","funders":"","keywords":"Medicine; Stroke (engine); Intensive care medicine; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001188614,0.0002019013,0.0003226387,0.00008042241,0.00004193092,0.000008917859,0.0001246309,0.00005954982,0.000139405],"category_scores_gemma":[0.00008955695,0.0001743091,0.00004099459,0.0001655779,0.00004039199,0.000096924,0.00007136465,0.0003351984,0.00001636646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002307999,"about_ca_system_score_gemma":0.0006820405,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2035268,"about_ca_topic_score_gemma":0.5688701,"domain_scores_codex":[0.998337,0.00003011697,0.0002194958,0.0002291287,0.0005062367,0.0006780203],"domain_scores_gemma":[0.9992269,0.00005665237,0.00009530411,0.0003138242,0.00008069993,0.0002266589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001650309,0.00006408922,0.9832773,0.00004115124,0.0001554161,0.0001152155,0.0005844549,0.00009230419,0.0006157401,0.00001504218,0.01260802,0.002266228],"study_design_scores_gemma":[0.004939246,0.0002458848,0.9048808,0.0002525367,0.0002128434,0.00002532526,0.01066868,0.0001909937,0.007807531,1.103971e-7,0.07037171,0.0004043159],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519354,0.0006573976,0.0001041515,0.0002993707,0.0002166833,0.0005506761,0.0002077822,0.00004195151,0.0459866],"genre_scores_gemma":[0.9924749,0.00001199489,0.0009511227,0.0005263332,0.0001403296,0.0000617704,0.0001037173,0.00003288139,0.005696915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3653432,"threshold_uncertainty_score":0.8017769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01268037552966081,"score_gpt":0.2383453156583688,"score_spread":0.225664940128708,"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."}}