{"id":"W2135243022","doi":"10.1177/1358863x11402252","title":"Images in vascular medicine","year":2011,"lang":"en","type":"article","venue":"Vascular Medicine","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"McMaster University","keywords":"Medicine; Dissection (medical); Surgery; Internal carotid artery; Complication; Stroke (engine); Neck pain; Presentation (obstetrics); Ischemia; Cardiology","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":[],"category_scores_codex":[0.0005410028,0.0003100504,0.0007552516,0.0004148585,0.00008955516,0.000003140167,0.0002024363,0.0001266812,0.003903531],"category_scores_gemma":[0.0002498243,0.0002075459,0.0001834293,0.0006841052,0.0004023805,0.00008790581,0.00004077319,0.0003022662,0.000260086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007902535,"about_ca_system_score_gemma":0.00005346965,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001327243,"about_ca_topic_score_gemma":0.00004072795,"domain_scores_codex":[0.9978891,0.00008569416,0.0005464278,0.0004801239,0.0005761678,0.000422493],"domain_scores_gemma":[0.9985676,0.00006701916,0.00008892741,0.0008357434,0.0001740027,0.0002666636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001907397,0.009816617,0.3730496,0.002055141,0.005067703,0.009852652,0.04676373,0.00001537231,0.1949805,0.1007837,0.10359,0.1521176],"study_design_scores_gemma":[0.0169425,0.002750047,0.8894235,0.001221973,0.001852902,0.0004099518,0.001425646,0.0001614335,0.002378182,0.004952042,0.07790681,0.0005750088],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5601185,0.0247734,0.00493332,0.02648291,0.001230299,0.003407927,0.000009260645,0.0007438328,0.3783006],"genre_scores_gemma":[0.9915361,0.001825662,0.001672625,0.002105331,0.0008795472,0.0001388062,0.0001122675,0.00006065123,0.001668976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5163739,"threshold_uncertainty_score":0.997007,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03135368688229773,"score_gpt":0.2636702306928979,"score_spread":0.2323165438106001,"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."}}