{"id":"W188080416","doi":"10.1097/ijg.0b013e3181a98bda","title":"Is the Ex-PRESS Glaucoma Shunt Magnetic Resonance Imaging Safe?","year":2010,"lang":"en","type":"article","venue":"Journal of Glaucoma","topic":"Glaucoma and retinal disorders","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"","keywords":"Glaucoma; Sclera; Medicine; Magnetic resonance imaging; Shunt (medical); Ophthalmology; Cadaver; Surgery; Radiology","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":[0.0006227331,0.0002624469,0.000467798,0.000141151,0.0001784775,0.00007768774,0.0005338086,0.0001145575,0.0007233685],"category_scores_gemma":[0.0002488952,0.0001561951,0.0004113037,0.0002265567,0.0003003365,0.0001753294,0.00009705187,0.001272245,0.00007620513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003891724,"about_ca_system_score_gemma":0.0001542548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000868413,"about_ca_topic_score_gemma":0.00003690592,"domain_scores_codex":[0.9977736,0.00008396645,0.0007328104,0.0002197778,0.0007379828,0.0004518765],"domain_scores_gemma":[0.9982011,0.0001831362,0.0003842296,0.0005779582,0.0003761469,0.0002774706],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004554569,0.0002037798,0.9057884,0.00004454538,0.00003360311,0.000534368,0.0005048648,6.340746e-9,0.02001922,0.0004335573,0.03906189,0.03292031],"study_design_scores_gemma":[0.001403765,0.0002902231,0.6997175,0.0001391342,0.0001428646,0.003655356,0.000255146,0.0002223162,0.001933121,0.0004597694,0.291646,0.0001347307],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955049,0.01317961,0.00005103029,0.02117285,0.001167552,0.0002446942,0.000004715175,0.00002028637,0.009110214],"genre_scores_gemma":[0.9909777,0.0004761483,0.001536621,0.003362736,0.000841688,0.000003983357,0.000001303583,0.00004669784,0.002753138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2525842,"threshold_uncertainty_score":0.7920378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008205834361669082,"score_gpt":0.252600539291379,"score_spread":0.2443947049297099,"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."}}