{"id":"W2911867863","doi":"10.1177/1591019918821738","title":"Transvenous Approach for the Treatment of cerebral Arteriovenous Malformations (TATAM): Study protocol of a randomised controlled trial","year":2019,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Vascular Malformations Diagnosis and Treatment","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal; Toronto Western Hospital; University of Alberta Hospital; Alberta Hospital Edmonton","funders":"","keywords":"Medicine; Arteriovenous malformation; Clinical endpoint; Occlusion; Catheter; Clinical trial; Randomized controlled trial; Intracranial Arteriovenous Malformations; Angiography; Radiology; Endovascular treatment; Surgery; Cerebral angiography; Aneurysm; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002698442,0.0001642925,0.0008701793,0.0001261505,0.00005838401,0.000007070384,0.0001028075,0.00005221546,0.0001922064],"category_scores_gemma":[0.00005547465,0.00009217962,0.001189981,0.00008453116,0.00006929109,0.00005361328,0.000008106384,0.00005070324,0.000005619988],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004539768,"about_ca_system_score_gemma":0.00007579329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001764572,"about_ca_topic_score_gemma":0.000004480469,"domain_scores_codex":[0.9983894,0.0001952351,0.0009056714,0.0001845357,0.0001705446,0.0001546227],"domain_scores_gemma":[0.9985549,0.0005595047,0.0003661921,0.0003300765,0.0001522859,0.00003697666],"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":[0.9012858,0.07745674,0.006251648,0.0004853843,0.005894325,0.000005865755,0.001921848,0.001590966,0.000194605,0.001672259,0.00008944598,0.003151154],"study_design_scores_gemma":[0.9280341,0.0567829,0.008774403,0.00002214231,0.0009352575,0.00005828454,0.000268989,0.004077755,0.0001485129,0.00004076834,0.0007856581,0.00007120644],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6414955,0.0000544797,0.002590016,0.0001692804,0.0001512582,0.3552035,0.00005865028,0.00001349913,0.0002638234],"genre_scores_gemma":[0.7154145,0.000003717465,0.0002846111,0.00001823009,0.00004079556,0.2840444,0.00006966939,0.00001032538,0.0001136766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07391905,"threshold_uncertainty_score":0.3758976,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03400861776658263,"score_gpt":0.3287262120020426,"score_spread":0.2947175942354599,"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."}}