{"id":"W4312140472","doi":"10.3390/jcm11247463","title":"Should Magnetic Resonance Angiography Be Used for Screening of Intracranial Aneurysm in Adults with Sickle Cell Disease?","year":2022,"lang":"en","type":"article","venue":"Journal of Clinical Medicine","topic":"Neurological Complications and Syndromes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Magnetic resonance angiography; Magnetic resonance imaging; Disease; Aneurysm; Radiology; Angiography; Internal medicine","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":[0.00138977,0.000122879,0.0008424995,0.0002616548,0.00005216321,0.000002406421,0.0002090083,0.00004828207,0.0002430264],"category_scores_gemma":[0.0009005689,0.00007754751,0.0003322215,0.0005188505,0.0002562494,0.00003961564,0.00004215444,0.0006792941,1.684105e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008845916,"about_ca_system_score_gemma":0.00009858071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008413345,"about_ca_topic_score_gemma":0.000003952758,"domain_scores_codex":[0.9973322,0.0001767003,0.001426995,0.0002159165,0.000659247,0.0001889545],"domain_scores_gemma":[0.99712,0.001530916,0.0006028709,0.0002419447,0.0002143863,0.0002898877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0323246,0.002636516,0.9267623,0.0003548744,0.00006002449,0.002165054,0.0002673962,0.0001178568,0.0005561429,0.0001715493,0.004026072,0.03055764],"study_design_scores_gemma":[0.01588572,0.03015882,0.9398081,0.0003747092,0.0003169654,0.0003849006,0.0002228551,0.0008357552,0.00001234988,0.000387817,0.01151175,0.0001003068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735355,0.003896062,0.0004786394,0.02124012,0.0001667303,0.0004851467,0.0000231435,0.000008241926,0.0001663908],"genre_scores_gemma":[0.9941997,0.0001716923,0.0029484,0.002239584,0.000335341,0.00002111521,0.000006949101,0.00001625807,0.00006094879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03045733,"threshold_uncertainty_score":0.3162296,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08347530246988345,"score_gpt":0.3735363864288549,"score_spread":0.2900610839589715,"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."}}