{"id":"W4376134193","doi":"10.3174/ajnr.a7865","title":"A Pragmatic Randomized Trial Comparing Surgical Clipping and Endovascular Treatment of Unruptured Intracranial Aneurysms","year":2023,"lang":"en","type":"article","venue":"American Journal of Neuroradiology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Toronto; Université du Québec à Trois-Rivières; Innovation and Economic Development Trois Rivières; Foothills Medical Centre; Health Sciences Centre; University of Alberta Hospital; Ottawa Hospital; Centre intégré universitaire de santé et de services sociaux de la Mauricie-et-du-Centre-du-Québec; University of Ottawa; Alberta Hospital Edmonton; University of Calgary; Centre Hospitalier de l’Université de Montréal","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Randomized controlled trial; Surgery; Clipping (morphology); Aneurysm; Blinding; Endovascular treatment; Occlusion; Incidence (geometry); Embolization; Endovascular coiling","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003960372,0.0002035339,0.001915844,0.0003243255,0.00006700179,0.00001075668,0.0000962455,0.00004907369,0.00001781445],"category_scores_gemma":[0.0002234595,0.0001388922,0.0004612185,0.0004256535,0.0006275144,0.00004110674,0.00002011514,0.0001799347,0.000005323031],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003845921,"about_ca_system_score_gemma":0.00009400816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003856311,"about_ca_topic_score_gemma":0.000001848119,"domain_scores_codex":[0.9978098,0.0006154022,0.0008987706,0.0002075406,0.0002038939,0.0002645426],"domain_scores_gemma":[0.9977011,0.001129868,0.0006819923,0.0002048388,0.0001165728,0.0001656235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9285944,0.001392675,0.006380979,0.00006717687,0.001813912,0.005854503,0.001568681,0.0001651163,0.008945967,0.001435211,0.0000642889,0.04371707],"study_design_scores_gemma":[0.9287303,0.01926203,0.01054059,0.00005922914,0.001655211,0.03429376,0.0002989919,0.003213867,0.0001549546,0.000387338,0.001207074,0.0001966349],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965851,0.0002610991,0.0001167341,0.001808722,0.0002746532,0.0007009368,0.000003170059,0.00003322964,0.0002163293],"genre_scores_gemma":[0.9976866,0.001061406,0.0006533483,0.00007793496,0.0004277332,0.00002972227,0.00001258499,0.0000200919,0.00003061479],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04352044,"threshold_uncertainty_score":0.566386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02291420337639143,"score_gpt":0.2930438004136665,"score_spread":0.270129597037275,"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."}}