{"id":"W4378472833","doi":"10.1177/23969873231174267","title":"ESOC 2023 – Late Breaking Abstracts","year":2023,"lang":"en","type":"article","venue":"European Stroke Journal","topic":"Medical Research and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fleni; Center for Stroke Research Berlin; Clínica Alemana de Santiago; Stiftelsen Norsk Luftambulanse; Sahlgrenska Universitetssjukhuset; Sapienza Università di Roma; Semmelweis Egyetem; Göteborgs Universitet; McMaster University; University of Thessaly; Aarhus Universitet; National Cerebral and Cardiovascular Center; Helsingin ja Uudenmaan Sairaanhoitopiiri; Eulji University; National and Kapodistrian University of Athens; Aarhus Universitetshospital; University of Alberta; Sahlgrenska Akademin; Sociedade Beneficente Israelita Brasileira Albert Einstein; Bristol-Myers Squibb; Universität Basel; University of Pennsylvania","keywords":"Environmental science; Geology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001141901,0.0001134556,0.000172139,0.0002065131,0.0001782058,0.00007932322,0.0001269327,0.00002676242,0.001140477],"category_scores_gemma":[0.000716688,0.00008106653,0.0001322607,0.0002259312,0.00004774582,0.00007884807,0.00007464909,0.0006610246,0.009406271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005742176,"about_ca_system_score_gemma":0.000111333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006264851,"about_ca_topic_score_gemma":0.000001347996,"domain_scores_codex":[0.9981576,0.0001389284,0.0002971391,0.0001512452,0.0007433286,0.0005117935],"domain_scores_gemma":[0.9987633,0.00009218371,0.00009110643,0.0001665868,0.00008083026,0.000805991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0006253007,0.0004824869,0.0411029,0.0001165019,0.001072603,0.1318322,0.0005087246,0.00006579994,0.02156157,0.0000619941,0.3716455,0.4309244],"study_design_scores_gemma":[0.003920252,0.0005938419,0.8078611,0.0003391436,0.00007878005,0.001678891,0.0001184538,0.0001296494,0.0006234341,0.00008046877,0.1844379,0.0001381053],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7529372,0.0001616671,0.00005446134,0.001634848,0.0003214713,0.00009025909,0.00001121761,0.0000920095,0.2446969],"genre_scores_gemma":[0.9248189,0.0004773312,0.0002350787,0.0002998649,0.000989248,8.690301e-7,0.0000178462,0.00003731747,0.07312357],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7667582,"threshold_uncertainty_score":0.9997726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04685691080117256,"score_gpt":0.3387801380702226,"score_spread":0.2919232272690501,"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."}}