{"id":"W2040385438","doi":"10.2463/mrms.8.47","title":"Evaluation of Initial Diffusion-weighted Image Findings in Acute Stroke Patients using a Semiquantitative Score","year":2009,"lang":"en","type":"article","venue":"Magnetic Resonance in Medical Sciences","topic":"Acute Ischemic Stroke Management","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Magnetic resonance imaging; Thrombolysis; Stroke (engine); Diffusion MRI; Radiology; Internal medicine; Nuclear 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":[0.002813778,0.0001541665,0.0003506005,0.0003736139,0.00005270332,0.00001730709,0.0003144627,0.000112154,0.0005950009],"category_scores_gemma":[0.001883299,0.0001202564,0.00004870269,0.001127426,0.0006459875,0.0001604949,0.0001059209,0.000258122,0.000004108736],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000168132,"about_ca_system_score_gemma":0.0003856831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001139926,"about_ca_topic_score_gemma":0.000033645,"domain_scores_codex":[0.9949222,0.0001804773,0.0005855986,0.0004285283,0.003494405,0.000388779],"domain_scores_gemma":[0.9992524,0.00015251,0.0001206702,0.0001617389,0.0001882826,0.0001244072],"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":[0.0002060814,0.0007704062,0.3733297,0.00003229045,0.000008563041,0.0001457985,0.001197972,0.000007324291,0.004272175,0.0001237218,0.0007072914,0.6191987],"study_design_scores_gemma":[0.005104629,0.001396324,0.8667307,0.001044788,0.00009644737,0.00000941792,0.0002711886,0.1231989,0.001215009,0.0006275554,0.0001517958,0.0001532435],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915947,0.0007962678,0.00007192128,0.001071369,0.0001054717,0.0007091835,0.000007909841,0.00001091722,0.005632209],"genre_scores_gemma":[0.9933847,0.0001355975,0.005991711,0.0003738642,0.00003321281,0.00001935923,0.000006700764,0.000005281991,0.00004960274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6190454,"threshold_uncertainty_score":0.6514843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04557236178513392,"score_gpt":0.3759612911575713,"score_spread":0.3303889293724374,"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."}}