{"id":"W2011331088","doi":"10.1161/01.str.0000127082.19473.45","title":"Interobserver Variation of ASPECTS in Real Time","year":2004,"lang":"en","type":"article","venue":"Stroke","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":100,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre","funders":"","keywords":"Medicine; Cohen's kappa; Kappa; Stroke (engine); Acute stroke; Rating scale; Computed tomography; Ischemic stroke; Radiology; Nuclear medicine; Cardiology; Ischemia; Internal 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009595782,0.00006610758,0.0001577918,0.0000971718,0.00000536806,0.000002534934,0.00005626984,0.00004115764,0.000139488],"category_scores_gemma":[0.00003863233,0.0000620072,0.00004197277,0.0001000628,0.00002008069,0.00004193274,0.0000462826,0.00007686918,0.00007995123],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001458463,"about_ca_system_score_gemma":0.00003658902,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002696976,"about_ca_topic_score_gemma":0.00001832473,"domain_scores_codex":[0.9994087,0.000007944572,0.0001824975,0.0001274175,0.0001555884,0.0001179017],"domain_scores_gemma":[0.9996848,0.0000111848,0.00005696729,0.0001882366,0.0000274329,0.00003137287],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0004964203,0.000666002,0.04652415,0.0002374642,0.0003035539,0.0002081551,0.002179749,0.0002737185,0.9321627,0.008057165,0.005833868,0.003057052],"study_design_scores_gemma":[0.00629975,0.0005096559,0.9274771,0.0002785054,0.0001142098,0.00001485433,0.0001549766,0.0001848147,0.06246158,0.0004301753,0.001922,0.0001523488],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8676047,0.00001261749,0.0002936441,0.0005164195,0.00005997407,0.0001777208,0.000005335178,0.00002790544,0.1313017],"genre_scores_gemma":[0.9938546,0.00001013343,0.003102668,0.0000903332,0.00005863978,0.000005360171,0.00001499344,0.00000933797,0.002853964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.880953,"threshold_uncertainty_score":0.252858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01266365276415065,"score_gpt":0.2528422601678397,"score_spread":0.2401786074036891,"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."}}