{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000430389,0.000185085,0.0002820787,0.00009275062,0.0003577673,0.00002027014,0.00006312498,0.00005482374,0.0003849883],"category_scores_gemma":[0.00006557976,0.0001505301,0.0001409714,0.0002528648,0.0001426887,0.0001180902,0.00002528863,0.0002041665,0.0005566826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003031904,"about_ca_system_score_gemma":0.0001033376,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001500876,"about_ca_topic_score_gemma":0.000001846998,"domain_scores_codex":[0.9988999,0.00006298022,0.0002449958,0.0003438432,0.0001912286,0.0002570312],"domain_scores_gemma":[0.9992662,0.0001063509,0.00004427731,0.0003208503,0.0001265924,0.0001357164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008392613,0.003174271,0.5051573,0.00006274461,0.0001839431,0.01514329,0.001637,0.00004633192,0.3785309,0.006392667,0.08360773,0.005224589],"study_design_scores_gemma":[0.001734519,0.0007994865,0.9158008,0.00003709803,0.0001116601,0.01550562,0.0000551415,0.0005420006,0.02577198,0.0001267572,0.03901663,0.0004983787],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9767607,0.00008156799,0.00004735466,0.002988093,0.0002981373,0.0003258394,0.00001291777,0.0001361589,0.01934916],"genre_scores_gemma":[0.9823534,0.0001624859,0.0001424998,0.003029259,0.0002388839,0.00006119406,0.00004561805,0.00002926437,0.01393738],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4106434,"threshold_uncertainty_score":0.7155215,"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."}}