{"id":"W1983970361","doi":"10.1227/01.neu.0000326025.93724.5f","title":"CERAMIC ANEURYSM CLIPS","year":2008,"lang":"en","type":"article","venue":"Operative Neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"CLIPS; Ceramic; Aneurysm; Medicine; Imaging phantom; Radiology; Biomedical engineering; Surgery; Materials science; Composite material","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000446915,0.0004935768,0.0003390113,0.0006244349,0.0003785426,0.0005443936,0.0006047515,0.0004690418,0.003176174],"category_scores_gemma":[0.0007032345,0.0002767903,0.0005914245,0.0003538678,0.0004137913,0.0003959081,0.0004647457,0.0004524247,0.001628768],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000307339,"about_ca_system_score_gemma":0.0006791642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004054246,"about_ca_topic_score_gemma":0.0009570335,"domain_scores_codex":[0.9996258,0.00001713132,0.00003797372,0.00006673259,0.0002076405,0.00004469988],"domain_scores_gemma":[0.999594,0.00006116878,0.0001358298,0.00005240272,0.00009976224,0.00005679729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001093069,0.0001867796,0.01396394,0.002841458,0.0002046168,0.009148041,0.0002953932,0.002316728,0.6960257,0.003838918,0.0100349,0.2600504],"study_design_scores_gemma":[0.0006234158,0.005279383,0.04723513,0.0003128669,0.0005911475,0.1623463,0.0002229273,0.009166803,0.4962805,0.001423759,0.2762896,0.0002280821],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6498637,0.01746335,0.2746001,0.001226389,0.002285146,0.0008636047,0.001015124,0.002559298,0.05012337],"genre_scores_gemma":[0.757663,0.006802215,0.2172169,0.0006599975,0.0007311229,0.0002916949,0.001066171,0.0001711433,0.01539774],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003176174,"threshold_uncertainty_score":0.01062536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735900285840944,"score_gpt":0.2821405027511298,"score_spread":0.2447814998927204,"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."}}