{"id":"W2046618876","doi":"10.1155/2014/572425","title":"Knowledge of Signs and Symptoms of Heart Attack and Stroke among Singapore Residents","year":2014,"lang":"en","type":"article","venue":"BioMed Research International","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Stroke (engine); Medicine; Population; Signs and symptoms; Medical emergency; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009634146,0.00007740981,0.0001900705,0.0005173025,0.00003231187,0.0000152216,0.0001395552,0.00005956585,0.00008741824],"category_scores_gemma":[0.0005539571,0.00006667263,0.00003565504,0.0001554632,0.0006071958,0.00006135443,0.0003463424,0.0001550316,0.000006352223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005656544,"about_ca_system_score_gemma":0.00004242199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009877134,"about_ca_topic_score_gemma":0.000007689559,"domain_scores_codex":[0.9986312,0.00007720502,0.000252563,0.000218524,0.0006333549,0.0001871613],"domain_scores_gemma":[0.9989762,0.0002416523,0.00006760588,0.0001799983,0.0004077757,0.000126797],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003084068,0.0003027424,0.5922418,0.0004451094,0.000422968,0.00000720479,0.0005237643,6.437018e-7,0.3112557,0.0007536848,0.08165569,0.01208225],"study_design_scores_gemma":[0.002822926,0.001223161,0.8778638,0.0005467482,0.00003696486,0.00002143025,0.0003604545,0.002324415,0.0447158,0.00007521407,0.06989137,0.0001176695],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9819587,0.0001714389,0.0001056034,0.001112015,0.0001473545,0.000239094,0.00002815221,0.000009628122,0.01622797],"genre_scores_gemma":[0.99226,0.00003407354,0.0007058459,0.00002001786,0.0001715577,0.00001053364,0.00002537912,0.00001123867,0.006761363],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.285622,"threshold_uncertainty_score":0.2718831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06168231949350701,"score_gpt":0.3994937366195588,"score_spread":0.3378114171260518,"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."}}