{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01371959,0.000934996,0.0007066402,0.002829991,0.0006421442,0.001607523,0.001391634,0.001505177,0.006169141],"category_scores_gemma":[0.02215754,0.000532796,0.00123752,0.001074197,0.0007137467,0.001225945,0.001841038,0.0005220681,0.00242234],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004350282,"about_ca_system_score_gemma":0.001009418,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001500706,"about_ca_topic_score_gemma":0.003715594,"domain_scores_codex":[0.9919497,0.002870114,0.001484489,0.0009129769,0.002275947,0.0005067361],"domain_scores_gemma":[0.9865105,0.004999564,0.001673378,0.0008476756,0.005519164,0.0004498647],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002634405,0.0005352114,0.8977885,0.0003935191,0.0005651234,0.0002563047,0.0006270675,0.001164811,0.01100534,0.0006234486,0.005526693,0.07887968],"study_design_scores_gemma":[0.0003269579,0.001608507,0.9718151,0.000211181,0.0003298552,0.0009538103,0.0004454426,0.007031665,0.006090482,0.0004042477,0.01071206,0.0000706763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9655812,0.0009096935,0.0135818,0.0003291474,0.000367633,0.0007340357,0.004540359,0.0002146552,0.01374148],"genre_scores_gemma":[0.9740205,0.0002436641,0.01582512,0.0001949337,0.00006849325,0.0007308198,0.005138329,0.0001218725,0.003656298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01371959,"threshold_uncertainty_score":0.07255697,"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."}}