{"id":"W1998766697","doi":"10.1161/strokeaha.113.000993","title":"External Validation of the ASTRAL Score to Predict 3- and 12-Month Functional Outcome in the China National Stroke Registry","year":2013,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute for Clinical Evaluative Sciences","funders":"","keywords":"Medicine; Modified Rankin Scale; Stroke (engine); Outcome (game theory); Population; Correlation; Pearson product-moment correlation coefficient; Ischemic stroke; Internal medicine; Acute stroke; Statistics","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":[0.01933398,0.0007545247,0.0007359423,0.002569315,0.0004966072,0.0009223089,0.001090942,0.0005281805,0.001087512],"category_scores_gemma":[0.02872835,0.0002823701,0.0009158594,0.002039407,0.0009748376,0.0006837626,0.00154739,0.0004982518,0.0006291922],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008005598,"about_ca_system_score_gemma":0.002052678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007003517,"about_ca_topic_score_gemma":0.007064177,"domain_scores_codex":[0.9917748,0.004042134,0.000991032,0.000964777,0.001740271,0.0004869601],"domain_scores_gemma":[0.9806224,0.005011056,0.004260348,0.003430628,0.005623802,0.00105168],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002725892,0.00005821769,0.993152,0.00001732556,0.0001511438,0.00003260967,0.00011933,0.0005523065,0.0001072574,0.00006871572,0.0005095605,0.004958853],"study_design_scores_gemma":[0.00005350845,0.0001454602,0.9944704,0.00001503113,0.00009547195,0.00008205885,0.00008983501,0.004239392,0.0002476363,0.00008927271,0.0004614981,0.00001043464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958728,0.000102196,0.001234187,0.00007337923,0.00002265772,0.0001564407,0.0011935,0.00003429109,0.001310564],"genre_scores_gemma":[0.9967879,0.00004333391,0.0006127316,0.00002627131,0.00001765013,0.0001249574,0.002176589,0.000008724514,0.0002017699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01933398,"threshold_uncertainty_score":0.102249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02465254486869919,"score_gpt":0.26204284961406,"score_spread":0.2373903047453609,"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."}}