{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002898659,0.000285522,0.0004433427,0.002521621,0.001342142,0.002117068,0.001193717,0.0006417579,0.002708572],"category_scores_gemma":[0.0236083,0.0002467546,0.0008779872,0.005625248,0.0009787584,0.0006341723,0.00144142,0.0008333049,0.0000653677],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.09027869,"about_ca_system_score_gemma":0.1453259,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9828278,"about_ca_topic_score_gemma":0.9889631,"domain_scores_codex":[0.9925368,0.00158424,0.0004425159,0.0003232746,0.003732621,0.001380439],"domain_scores_gemma":[0.9829033,0.003182639,0.003077334,0.0002984872,0.008622831,0.001915286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006497173,0.0003277435,0.7141588,0.003350378,0.001695179,0.0007857691,0.000922451,0.03219606,0.0003077987,0.01450637,0.02992499,0.2011748],"study_design_scores_gemma":[0.0002551532,0.0002545735,0.9506868,0.001660693,0.001062743,0.000396025,0.00167838,0.01952347,0.0003083613,0.006126173,0.01795263,0.00009497577],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8151002,0.04064226,0.002535112,0.05323253,0.0002733918,0.0005822086,0.01398572,0.0001312061,0.07351732],"genre_scores_gemma":[0.992678,0.003647486,0.001191082,0.000967742,0.00003428686,0.00003845678,0.000946492,0.000005286832,0.0004909482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9097213,"threshold_uncertainty_score":0.6550208,"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."}}