{"id":"W4232592273","doi":"10.1177/155989771101014","title":"Flow Diversion","year":2011,"lang":"en","type":"article","venue":"MD Conference Express","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Occlusion; Materials science; Flow (mathematics); Flow diverter; Mechanics; Physics; Aneurysm; Radiology; Medicine; Surgery","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":[0.0006201187,0.000606106,0.001039991,0.001552959,0.0007054137,0.0013155,0.0008213765,0.000730989,0.04550214],"category_scores_gemma":[0.001975436,0.0001422325,0.0009106872,0.000679584,0.0005836586,0.0009215513,0.0009674361,0.001467019,0.01173286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003741334,"about_ca_system_score_gemma":0.0007687521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008698666,"about_ca_topic_score_gemma":0.0004756729,"domain_scores_codex":[0.9996737,0.00003466277,0.00003112531,0.00007812136,0.0000875659,0.00009478005],"domain_scores_gemma":[0.9994789,0.0001176201,0.00006786962,0.0001112307,0.0001031566,0.0001211535],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00165488,0.0007552473,0.00662524,0.000900147,0.0001587165,0.004556242,0.0001895054,0.0005386523,0.009651653,0.006699422,0.04761769,0.9206525],"study_design_scores_gemma":[0.001935586,0.004092665,0.02691445,0.001686886,0.0004073629,0.06497835,0.0001607397,0.00205293,0.01906188,0.01289492,0.8656748,0.0001393526],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2494533,0.08058961,0.1093069,0.01801647,0.008190825,0.002654037,0.008172984,0.01295705,0.5106589],"genre_scores_gemma":[0.7079072,0.0319419,0.02896693,0.01638879,0.005883082,0.001861146,0.009653914,0.001306283,0.1960908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04550214,"threshold_uncertainty_score":0.1522199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0621970780542258,"score_gpt":0.252750384871839,"score_spread":0.1905533068176132,"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."}}