{"id":"W4379517553","doi":"10.1136/annrheumdis-2023-eular.2441","title":"POS0887 INFLUENCE OF CONTEXTUAL FACTORS AND RELIABILITY OF ULTRASOUND SKIN MEASURES IN PERSONS WITH SYSTEMIC SCLEROSIS AND HEALTHY CONTROLS","year":2023,"lang":"en","type":"article","venue":"","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arthritis Society; Dutch Arthritis Society","keywords":"Medicine; Ultrasound; Stiffness; Percentile; Morning; Internal medicine; Physical therapy; Cardiology; Radiology; Statistics; Mathematics; Materials science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008439791,0.0003158597,0.0002793499,0.0006398442,0.0003114993,0.0005650732,0.0002444977,0.000412942,0.003096241],"category_scores_gemma":[0.003114746,0.0001388192,0.0003774837,0.0006768245,0.0002986202,0.0002435661,0.000412155,0.0002443162,0.0003715329],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001549509,"about_ca_system_score_gemma":0.0001882261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002631661,"about_ca_topic_score_gemma":0.001701424,"domain_scores_codex":[0.9992363,0.0002687281,0.00008944052,0.0002028447,0.0001295301,0.00007316454],"domain_scores_gemma":[0.9979379,0.000637946,0.0007383947,0.0001745269,0.0002714345,0.0002397982],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009379532,0.00005582585,0.9952112,0.00002165632,0.0000763292,0.0001241775,0.0001215128,0.00003406593,0.0004348804,0.00002269912,0.0001029222,0.002856816],"study_design_scores_gemma":[0.00000777004,0.0002912115,0.9991199,0.000004969156,0.00003406369,0.0001318823,0.0001328081,0.00006712879,0.00006934944,0.00002204338,0.0001167534,0.000002146026],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987043,0.0002845225,0.0001104769,0.00002927704,0.00001590075,0.000007632392,0.0002900852,0.000004152775,0.000553508],"genre_scores_gemma":[0.9994747,0.00006463038,0.00006732615,0.00001457503,0.00002004342,0.000008045579,0.0002163987,0.000002151831,0.0001321949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003096241,"threshold_uncertainty_score":0.01035798,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02474783807990759,"score_gpt":0.2572503631372718,"score_spread":0.2325025250573643,"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."}}