{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008220459,0.00151717,0.0005754448,0.0009847747,0.0006732158,0.0007581016,0.0006271408,0.001786369,0.001213068],"category_scores_gemma":[0.002814419,0.0004383046,0.0007810162,0.0006122662,0.001127187,0.001418666,0.00073879,0.001743053,0.0007581681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003829242,"about_ca_system_score_gemma":0.0003748051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002274379,"about_ca_topic_score_gemma":0.0003778888,"domain_scores_codex":[0.9992742,0.0001180907,0.0001434586,0.0001384978,0.0001782643,0.0001476051],"domain_scores_gemma":[0.9987522,0.0003676101,0.0002467596,0.0002638042,0.00007573558,0.0002938607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.001521755,0.001966091,0.1830923,0.0005531111,0.0003111622,0.4546264,0.003588733,0.001530765,0.04001883,0.001397787,0.006579607,0.3048135],"study_design_scores_gemma":[0.00009758263,0.003476026,0.04127246,0.00008554469,0.0001354563,0.9287934,0.0002984593,0.0009895263,0.01046616,0.0006547587,0.01361759,0.0001129346],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9710521,0.006981093,0.01482973,0.001398278,0.0003097921,0.00005971966,0.0001240077,0.0002887742,0.004956564],"genre_scores_gemma":[0.983138,0.00384554,0.008999022,0.0009378505,0.0007037827,0.00003701048,0.0002860462,0.00007901067,0.001973776],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001786369,"threshold_uncertainty_score":0.004347503,"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."}}