{"id":"W2056600854","doi":"10.1136/neurintsurg-2014-011347","title":"New Pipeline Flex device: initial experience and technical nuances","year":2014,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Toronto Western Hospital; University Health Network","funders":"","keywords":"FLEX; Medicine; Pipeline (software); Mechanical engineering; Engineering; Telecommunications","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":[0.0002246228,0.0001022025,0.0002875189,0.0001353799,0.00006237019,0.00002800483,0.0000674381,0.00003531558,0.0003221415],"category_scores_gemma":[0.0002765817,0.00007923188,0.0003308412,0.0001107568,0.00005878664,0.0001530999,0.0000263431,0.0001748588,0.00001370565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001804409,"about_ca_system_score_gemma":0.00007935273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000006376986,"about_ca_topic_score_gemma":0.000002260232,"domain_scores_codex":[0.9988509,0.00005228926,0.0005648326,0.0001244674,0.0002848597,0.0001226688],"domain_scores_gemma":[0.9990284,0.0002767047,0.0002645253,0.00008927639,0.0001672204,0.0001738379],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005052051,0.004580047,0.3771465,0.000465841,0.0003755379,0.002403241,0.0002684896,0.00002108325,0.114892,0.020418,0.1919259,0.2824513],"study_design_scores_gemma":[0.001319428,0.0009014548,0.9457607,0.0005499911,0.0001655614,0.02071088,0.00002342852,0.0001456505,0.002105134,0.002924874,0.02521437,0.0001785524],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9832926,0.0003460406,0.008441199,0.006216798,0.0004692879,0.00007646717,0.000002788003,0.00002316812,0.001131608],"genre_scores_gemma":[0.996408,0.00005369192,0.00161643,0.0004710814,0.0008659983,0.000002080612,0.000005004784,0.000009722892,0.0005679575],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5686142,"threshold_uncertainty_score":0.3527224,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04920951883133053,"score_gpt":0.3362514671711433,"score_spread":0.2870419483398128,"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."}}