{"id":"W4401228666","doi":"10.1136/annrheumdis-2024-eular.5744","title":"POS0987 REDUCED ULTRASOUND SCANNING MODEL/SCORE FOR ASSESSMENT OF ELEMENTARY LESIONS IN PSORIATIC ARTHRITIS","year":2024,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Women's College Hospital","funders":"","keywords":"Psoriatic arthritis; Ultrasound; Medicine; Arthritis; Computer science; Radiology; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006650811,0.000656954,0.0005577565,0.00078855,0.0002535206,0.000633381,0.0004407422,0.0005674755,0.006708876],"category_scores_gemma":[0.001768562,0.0001794956,0.0006947112,0.0005920646,0.0001958425,0.0002786062,0.0004076866,0.0006261992,0.001449483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002376817,"about_ca_system_score_gemma":0.0002993634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001364934,"about_ca_topic_score_gemma":0.001405018,"domain_scores_codex":[0.9994196,0.0001748157,0.00005488852,0.00007442149,0.0002102335,0.00006603409],"domain_scores_gemma":[0.999285,0.0001710218,0.0001962043,0.00004836075,0.0001574358,0.0001419126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0107955,0.001454925,0.8500525,0.0004527833,0.0006998061,0.002101141,0.0002017195,0.001084796,0.02589341,0.000691006,0.006233991,0.1003385],"study_design_scores_gemma":[0.0001434383,0.001658237,0.9845249,0.0001035504,0.0004981453,0.003276017,0.0001321847,0.003735277,0.002185872,0.000569423,0.003141677,0.00003125105],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9801562,0.002140463,0.001482979,0.0003639853,0.0001540082,0.00007805577,0.001600629,0.0001290841,0.01389459],"genre_scores_gemma":[0.9957495,0.0003408307,0.00106029,0.0000976948,0.00004423746,0.00003482419,0.0008512231,0.00001587009,0.001805641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006708876,"threshold_uncertainty_score":0.02244347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0681992287712274,"score_gpt":0.3813834875655213,"score_spread":0.3131842587942939,"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."}}