{"id":"W3092678201","doi":"10.1016/j.ejrad.2020.109352","title":"Diagnostic performance for erosion detection in sacroiliac joints on MR T1-weighted images: Comparison between different slice thicknesses","year":2020,"lang":"en","type":"article","venue":"European Journal of Radiology","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta Hospital","funders":"","keywords":"Medicine; Receiver operating characteristic; Coronal plane; Sacroiliitis; Nuclear medicine; Diagnostic accuracy; Sacroiliac joint; Radiology; Magnetic resonance imaging; 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":[0.0002637078,0.0001732269,0.0006219255,0.0001125062,0.00008178646,0.000009179131,0.00009175449,0.00003763318,0.00001210575],"category_scores_gemma":[0.0005531864,0.0001241186,0.0001197852,0.0001141692,0.0000604592,0.00005271358,0.00003091873,0.0003563963,0.00002214381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007926145,"about_ca_system_score_gemma":0.00001613704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003008264,"about_ca_topic_score_gemma":0.000003967795,"domain_scores_codex":[0.9985983,0.0002907394,0.0005585886,0.0001885533,0.0001338923,0.0002299226],"domain_scores_gemma":[0.9988109,0.0005529555,0.0002980898,0.00009702849,0.0000997629,0.0001412583],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004130171,0.0005163357,0.8743995,0.000228561,0.0003659217,0.0008247542,0.001993976,0.00008686427,0.01993274,0.00000725138,0.003556935,0.09395699],"study_design_scores_gemma":[0.007638373,0.0123663,0.9632698,0.0004292114,0.0001687912,0.0003270378,0.0001806709,0.0001597596,0.01307158,0.000007196651,0.00226011,0.0001211303],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958183,0.001110364,0.001061837,0.001209252,0.0003363619,0.0002758566,0.000008720836,0.00002380241,0.0001555344],"genre_scores_gemma":[0.9976825,0.00106323,0.0002515769,0.0003052905,0.0006359011,0.00000462196,0.00001014263,0.0000364051,0.00001031545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09383586,"threshold_uncertainty_score":0.5061409,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03404233065199747,"score_gpt":0.2741612579397421,"score_spread":0.2401189272877446,"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."}}