{"id":"W3008922462","doi":"10.1016/j.wneu.2020.02.104","title":"Intracranial Aneurysm Presenting Robust Metal Artifact","year":2020,"lang":"en","type":"article","venue":"World Neurosurgery","topic":"Intracranial Aneurysms: Treatment and Complications","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital","funders":"National Key Research and Development Program of China Stem Cell and Translational Research; National Key Research and Development Program of China","keywords":"Medicine; Artifact (error); Aneurysm; Radiology; Artificial intelligence","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":[0.00007564444,0.0002431825,0.0003918283,0.0001415146,0.0001868459,0.00006268245,0.0001161962,0.00004443218,0.0007340311],"category_scores_gemma":[0.0001859954,0.0002193119,0.0002704146,0.0006841682,0.00007263535,0.0001466246,0.00006576029,0.0003474243,0.0005008961],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001848437,"about_ca_system_score_gemma":0.00005447819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001023048,"about_ca_topic_score_gemma":0.000008059464,"domain_scores_codex":[0.9983042,0.00006666407,0.0004285279,0.0004858346,0.0003087374,0.0004060409],"domain_scores_gemma":[0.9990019,0.0001872156,0.0001158189,0.0003045982,0.00006565831,0.0003248254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00192254,0.002443495,0.4694449,0.0004194068,0.0004284596,0.01478669,0.000782085,0.0004506787,0.427995,0.003781111,0.05681283,0.0207328],"study_design_scores_gemma":[0.003870036,0.0008098231,0.7774109,0.0001008038,0.001369839,0.00491072,0.00007863501,0.0193776,0.04793314,0.000429771,0.1421526,0.001556052],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9569625,0.00008511954,0.0001585203,0.02918001,0.0004843857,0.0004746948,0.000015021,0.0004497434,0.01218997],"genre_scores_gemma":[0.9903742,0.00001441494,0.0003327402,0.005398634,0.0009761957,0.00003710908,0.00003908189,0.00005026788,0.002777364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3800618,"threshold_uncertainty_score":0.8943281,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04895153655374359,"score_gpt":0.2581140957820715,"score_spread":0.2091625592283279,"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."}}