{"id":"W4379510708","doi":"10.1136/annrheumdis-2023-eular.2116","title":"POS0918 VALIDATION OF A MODIFIED NEW YORK CRITERIA RETIC E-TOOL FOR INCREASING SCORING PROFICIENCY OF RADIOGRAPHS OF THE SACROILIAC JOINTS IN AXIAL SPONDYLOARTHRITIS","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Medical Imaging and Analysis","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Radiography; Axial spondyloarthritis; Sacroiliac joint; Medical physics; Nuclear medicine; Orthodontics; Surgery; Ankylosing spondylitis; Sacroiliitis","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":[0.0005372883,0.0001064496,0.0003842635,0.0002049479,0.00003293928,0.00001058324,0.0002931048,0.0000302389,0.00001811654],"category_scores_gemma":[0.001606985,0.00007500238,0.0003158576,0.0009403135,0.0001339692,0.0000711373,0.00005068125,0.0000494715,4.627403e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006077923,"about_ca_system_score_gemma":0.0000519739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002796041,"about_ca_topic_score_gemma":0.000002596259,"domain_scores_codex":[0.9986334,0.0001171504,0.0006377291,0.0001086433,0.0003230501,0.0001799916],"domain_scores_gemma":[0.9990059,0.000304373,0.0002206452,0.0003478123,0.0000719501,0.00004935091],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007811049,0.001576507,0.2911771,0.03770686,0.002081325,0.000005478553,0.01619662,0.1720628,0.1535314,0.002660916,0.01426919,0.3079507],"study_design_scores_gemma":[0.002751004,0.0001181063,0.4184201,0.02206509,0.0006312706,0.00000399819,0.001074306,0.3166275,0.2137029,0.02410598,0.00001168785,0.0004880456],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980577,0.0008518354,0.0003479811,0.0001790489,0.000139967,0.0002700443,0.00009021918,0.00002649974,0.00003667497],"genre_scores_gemma":[0.9995899,0.0001829445,0.0001479239,0.000008526893,0.00001325774,0.0000141419,0.000008751029,0.00001473298,0.00001979983],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3074627,"threshold_uncertainty_score":0.3058508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04355943530441413,"score_gpt":0.2907857854173049,"score_spread":0.2472263501128907,"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."}}