{"id":"W3023643911","doi":"10.1016/j.neurad.2019.01.067","title":"Hemorrhagic transformation after stroke: Interrater and intrarater agreement","year":2019,"lang":"en","type":"article","venue":"Journal of Neuroradiology","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Inter-rater reliability; Kappa; Medicine; Stroke (engine); Hematoma; Concordance; Internal medicine; Radiology; Surgery; Psychology; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001607618,0.0001095868,0.0003168437,0.0001685635,0.000008619122,0.00001086774,0.00006556937,0.00005827682,0.0005590396],"category_scores_gemma":[0.00001197593,0.00007695511,0.00007747018,0.000038246,0.00004134867,0.0001409851,0.00002786436,0.000257727,0.00005651395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003862414,"about_ca_system_score_gemma":0.00001930568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":5.908843e-7,"about_ca_topic_score_gemma":3.134745e-7,"domain_scores_codex":[0.9991493,0.00004539264,0.0004016938,0.0001093685,0.0001373413,0.0001568601],"domain_scores_gemma":[0.9995515,0.0000229528,0.0001555346,0.0001238469,0.00006486935,0.00008125714],"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":[0.007680699,0.0004074603,0.3260596,0.0007880527,0.001284195,0.002289065,0.004483823,0.00004970425,0.5643176,0.0001737298,0.06286556,0.0296005],"study_design_scores_gemma":[0.01839558,0.01506247,0.5984922,0.0003527209,0.001150073,0.0342879,0.001465609,0.001976532,0.0412868,0.0001190333,0.2867587,0.00065239],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9898959,0.0001760438,0.0005037417,0.00401334,0.000527641,0.0001941517,0.000002205841,0.000005287477,0.0046817],"genre_scores_gemma":[0.9950309,0.00008601451,0.0004724498,0.002843112,0.0001504947,0.000002726003,0.000001926959,0.000009675211,0.001402635],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5230308,"threshold_uncertainty_score":0.6121091,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007399025743891423,"score_gpt":0.2326759205927013,"score_spread":0.2252768948488099,"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."}}