{"id":"W1971345237","doi":"10.3174/ajnr.a4111","title":"International Retrospective Study of the Pipeline Embolization Device: A Multicenter Aneurysm Treatment Study","year":2014,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":568,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"National Institute of Biomedical Imaging and Bioengineering; National Institute of Neurological Disorders and Stroke","keywords":"Medicine; Aneurysm; Embolization; Internal carotid artery; Surgery; Exact test; Stroke (engine); Mortality rate; Retrospective cohort study; Radiology","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":[0.001496818,0.0003877725,0.0005448919,0.001285377,0.0005992888,0.0008915518,0.0004716644,0.0006168833,0.001670513],"category_scores_gemma":[0.002713067,0.0004666841,0.0005616372,0.002979394,0.0004805762,0.001105385,0.0006203499,0.0006096477,0.0003857099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004588082,"about_ca_system_score_gemma":0.0006050861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002285744,"about_ca_topic_score_gemma":0.00182539,"domain_scores_codex":[0.9985117,0.000429424,0.0002359946,0.0004093017,0.0002385561,0.000174985],"domain_scores_gemma":[0.9966769,0.0004841568,0.001826918,0.0003126803,0.0002997583,0.000399583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005327107,0.00002025879,0.9992796,0.000005926943,0.00002749607,0.00009432321,0.00005297454,0.000009937118,0.00005325405,0.00001523319,0.00005367009,0.0003340245],"study_design_scores_gemma":[0.00001863787,0.0001426653,0.9977463,0.0000117168,0.00004564979,0.001151918,0.0003225288,0.0001004771,0.00004224682,0.00002437685,0.0003864808,0.000006924971],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998419,0.0004214786,0.0001459215,0.00003612593,0.000007240402,0.00002225586,0.0004118235,0.000003199797,0.0005328502],"genre_scores_gemma":[0.9990755,0.0002009578,0.000110797,0.0000523346,0.00002417336,0.00003077842,0.0004538253,0.000003736696,0.00004777824],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002285744,"threshold_uncertainty_score":0.007916033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01573027475098648,"score_gpt":0.2955836219711808,"score_spread":0.2798533472201943,"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."}}