{"id":"W2533815258","doi":"10.1177/1591019916668840","title":"Unexpected complications with head and neck hydrogel microsphere particle embolization: A case series and a technical note","year":2016,"lang":"en","type":"article","venue":"Interventional Neuroradiology","topic":"Medical Imaging and Pathology Studies","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Head and neck; Embolization; Microsphere; Head (geology); Surgery","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":[0.0000600049,0.0001014556,0.0002156807,0.00002596703,0.0001094517,0.000006511566,0.0000291855,0.00005693006,0.00005482389],"category_scores_gemma":[0.0001764974,0.00006270874,0.0000345756,0.00007708041,0.0008712722,0.00004743704,0.00005266755,0.0001004517,0.000008346068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001072515,"about_ca_system_score_gemma":0.00002018104,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009920618,"about_ca_topic_score_gemma":0.00007837589,"domain_scores_codex":[0.9992688,0.00005877464,0.000198009,0.0002676693,0.00005579808,0.0001509604],"domain_scores_gemma":[0.9994887,0.0001395186,0.00004872529,0.0001334801,0.00007741374,0.0001121857],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009073878,0.0005868883,0.9021864,0.0001283982,0.0001726124,0.005248258,0.0002204246,8.795917e-7,0.06566348,0.01414976,0.005199532,0.005536004],"study_design_scores_gemma":[0.003791876,0.002658022,0.6309484,0.0003658899,0.000136962,0.355359,0.00005476036,0.0001172437,0.0006976848,0.001667214,0.00402412,0.0001788153],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761217,0.0008584581,0.004854954,0.01770452,0.00004036738,0.0001457848,0.00002270709,0.00007307033,0.0001784043],"genre_scores_gemma":[0.9968458,0.00006193497,0.001858832,0.000713195,0.00004044653,0.00004546771,0.000009411505,0.00001010481,0.0004147609],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3501108,"threshold_uncertainty_score":0.3210239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782231487059923,"score_gpt":0.3209772036605256,"score_spread":0.2931548887899264,"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."}}