{"id":"W2032807594","doi":"10.1111/j.1747-4949.2008.00181.x","title":"Burden of Stroke in Singapore","year":2008,"lang":"en","type":"article","venue":"International Journal of Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Stroke (engine); Cause of death; Health care; Population; Incidence (geometry); Quarter (Canadian coin); Emergency medicine; Disease; Medical emergency; Intensive care medicine; Environmental health; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005521549,0.0002750118,0.0004120827,0.001183577,0.0004355448,0.001483539,0.0003118026,0.0004264273,0.00933766],"category_scores_gemma":[0.001125523,0.000165241,0.0004244098,0.00202201,0.0002389239,0.000871025,0.001472868,0.0004220977,0.001446968],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001254148,"about_ca_system_score_gemma":0.00247738,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0355874,"about_ca_topic_score_gemma":0.05229871,"domain_scores_codex":[0.9994432,0.0001288114,0.0001162459,0.00004626107,0.0001822208,0.00008321149],"domain_scores_gemma":[0.9993315,0.00003259457,0.000232945,0.0000260766,0.0001615788,0.0002154919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001619975,0.00009375839,0.8066332,0.001000443,0.0003635667,0.002384356,0.001423717,0.0004029398,0.001099243,0.002044093,0.04351131,0.1408814],"study_design_scores_gemma":[0.00001838116,0.0001036886,0.9714304,0.000337034,0.00007166211,0.001455363,0.001671206,0.0003706776,0.00006409315,0.0007568678,0.02369906,0.00002162668],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8658092,0.02163656,0.0005507221,0.02268292,0.0007361686,0.0002103373,0.02075667,0.0001603578,0.06745697],"genre_scores_gemma":[0.9587874,0.02188613,0.0006576749,0.001875544,0.0003406722,0.000110876,0.008481309,0.00001727717,0.007842918],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0355874,"threshold_uncertainty_score":0.07076049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02090381646377502,"score_gpt":0.2882054453298818,"score_spread":0.2673016288661068,"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."}}