{"id":"W4294335507","doi":"10.1212/wnl.0000000000200978","title":"Development of the SAFETEA Scores for Predicting Risks of Complications of Preventive Endovascular or Microneurosurgical Intracranial Aneurysm Occlusion","year":2022,"lang":"en","type":"article","venue":"Neurology","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Medicine; Aneurysm; Subarachnoid hemorrhage; Clipping (morphology); Endovascular coiling; Surgery; Occlusion; Asymptomatic; Stent; Concordance; Endovascular treatment; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006773314,0.001071893,0.0005845496,0.003688943,0.0003665868,0.001313362,0.000891429,0.0006520561,0.001868035],"category_scores_gemma":[0.01996269,0.0003832344,0.001775394,0.001163908,0.0003658595,0.001065745,0.00127851,0.0009401763,0.0004255224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006039816,"about_ca_system_score_gemma":0.00129741,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003610968,"about_ca_topic_score_gemma":0.004057414,"domain_scores_codex":[0.9976804,0.001022697,0.0003406802,0.0002365353,0.0005298567,0.0001898598],"domain_scores_gemma":[0.9856175,0.006242975,0.004009191,0.0009524875,0.002198475,0.0009794573],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003509683,0.00008471622,0.9883037,0.00001445562,0.0002219844,0.00003085455,0.00005498172,0.001587113,0.0001038491,0.00008670346,0.0004359996,0.008724609],"study_design_scores_gemma":[0.0001795438,0.001017726,0.9232398,0.0000567563,0.0002920412,0.0003756254,0.0003120454,0.07105175,0.0009650186,0.001145142,0.001304694,0.00005985628],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9882696,0.0001362128,0.007310596,0.0001781996,0.00004286928,0.0001664454,0.002362724,0.0001099307,0.001423449],"genre_scores_gemma":[0.9907404,0.00004770609,0.006740263,0.00003299881,0.00003141048,0.0001832719,0.001976076,0.00002008734,0.0002278662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006773314,"threshold_uncertainty_score":0.03582108,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03829265735596359,"score_gpt":0.2968636215709076,"score_spread":0.258570964214944,"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."}}