{"id":"W2142704080","doi":"10.1161/strokeaha.111.637389","title":"Perioperative Stroke","year":2011,"lang":"en","type":"letter","venue":"Stroke","topic":"Cardiac, Anesthesia and Surgical Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Perioperative; Stroke (engine); Perioperative medicine; Incidence (geometry); Emergency medicine; General surgery; Anesthesia","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":[0.0007124647,0.0006287573,0.001295797,0.0008006927,0.003666923,0.002976147,0.0006882977,0.02203932,0.01686008],"category_scores_gemma":[0.01115235,0.0005155875,0.001164743,0.0007128508,0.001089134,0.001871564,0.001076867,0.01987704,0.008725285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002760349,"about_ca_system_score_gemma":0.003677072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005237279,"about_ca_topic_score_gemma":0.01882525,"domain_scores_codex":[0.9989079,0.0001862692,0.0001981173,0.0001173972,0.0002913369,0.0002988272],"domain_scores_gemma":[0.9979385,0.0005623948,0.0002429408,0.0001042803,0.0004465263,0.0007054472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005641465,0.00009937604,0.006878423,0.0001325502,0.00006052773,0.02052554,0.0001781734,0.00008279892,0.0002822597,0.002291345,0.9377322,0.03168043],"study_design_scores_gemma":[0.0003625899,0.0002696102,0.02835448,0.002176838,0.0002652589,0.06756598,0.001470756,0.0008726786,0.0004388099,0.01396551,0.8840858,0.0001716203],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.003174656,0.003003395,0.0001954235,0.9219155,0.02414088,0.00004654109,0.000133832,0.00006422897,0.0473255],"genre_scores_gemma":[0.02299971,0.005798603,0.0004232111,0.8125647,0.1249413,0.000106192,0.0002026001,0.00003106102,0.03293268],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02203932,"threshold_uncertainty_score":0.05640262,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02298685618537971,"score_gpt":0.2590969351388352,"score_spread":0.2361100789534555,"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."}}