{"id":"W2129243184","doi":"10.3174/ajnr.a3431","title":"Observer Variability of an Angiographic Grading Scale Used for the Assessment of Intracranial Aneurysms Treated with Flow-Diverting Stents","year":2013,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; St. Michael's Hospital; University of Alberta; University of Toronto","funders":"National Institutes of Health","keywords":"Medicine; Grading (engineering); Neuroradiology; Grading scale; Neurosurgery; Radiology; Flow diverter; Aneurysm; Neurology; 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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03208267,0.0004258209,0.0005370749,0.001431992,0.0004074622,0.0008780755,0.0005686845,0.0005157846,0.000506689],"category_scores_gemma":[0.08647524,0.0002607432,0.0008931746,0.0007309379,0.0007662821,0.0007373987,0.001098039,0.0004995548,0.000218618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004916078,"about_ca_system_score_gemma":0.00039461,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007181009,"about_ca_topic_score_gemma":0.001142248,"domain_scores_codex":[0.9648663,0.01906792,0.00459313,0.002267153,0.008787306,0.0004181222],"domain_scores_gemma":[0.8833535,0.07501035,0.01693575,0.008103007,0.0157297,0.0008677688],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002534578,0.0002065809,0.8857768,0.0003847025,0.001308267,0.0001442987,0.004112318,0.002473822,0.01315412,0.0004464043,0.0009145506,0.08854361],"study_design_scores_gemma":[0.00008930543,0.001260614,0.9758221,0.0001284177,0.0003573069,0.0007781293,0.001022043,0.01107616,0.007372504,0.0005967207,0.001396224,0.0001004001],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9540293,0.0007764628,0.04091211,0.00007335991,0.0001568446,0.0003306691,0.0001657978,0.0001548055,0.003400646],"genre_scores_gemma":[0.9917049,0.00007941147,0.007705843,0.00003058206,0.00003406756,0.0001371868,0.0001073109,0.00003462854,0.0001660167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9679173,"threshold_uncertainty_score":0.1696714,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01815406836558738,"score_gpt":0.2778907126490226,"score_spread":0.2597366442834352,"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."}}