{"id":"W2022781633","doi":"10.1136/neurintsurg-2011-010097.54","title":"P-020 SILK flow diverter-beginner's perspective","year":2011,"lang":"en","type":"article","venue":"Journal of NeuroInterventional Surgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Flow diverter; Presentation (obstetrics); Credibility; Reimbursement; Workflow; Health care; Medical physics; Operations management; Aneurysm; Surgery; Management; Engineering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008747531,0.0005420723,0.0002367452,0.0005468993,0.0007822281,0.001593392,0.0005843636,0.002771192,0.0170938],"category_scores_gemma":[0.001555265,0.0001542139,0.0003694098,0.0002648667,0.0009648871,0.00223089,0.0009333761,0.00376856,0.004242274],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005753058,"about_ca_system_score_gemma":0.0009299142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005353494,"about_ca_topic_score_gemma":0.001204772,"domain_scores_codex":[0.9996637,0.0001054478,0.00002154091,0.00006944418,0.00006808972,0.00007177073],"domain_scores_gemma":[0.9992211,0.0001817887,0.00005381671,0.00003073498,0.0001594653,0.0003529886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000402342,0.0005509666,0.01890033,0.0008256614,0.00004118112,0.06440377,0.001116826,0.0006362607,0.003289653,0.05221519,0.4600238,0.397594],"study_design_scores_gemma":[0.0000519389,0.0009680325,0.007626375,0.001287652,0.00002959641,0.2246672,0.003285808,0.0005631136,0.001409757,0.02692123,0.7331277,0.00006146336],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.08967473,0.1543243,0.02332504,0.3705767,0.06196434,0.00020829,0.0005638659,0.0004974465,0.2988653],"genre_scores_gemma":[0.3982263,0.1299723,0.02463618,0.160992,0.08997662,0.0002245787,0.0004625577,0.0002217857,0.1952877],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0170938,"threshold_uncertainty_score":0.05718446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06003992335176321,"score_gpt":0.2802608296388761,"score_spread":0.2202209062871128,"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."}}