{"id":"W4411429169","doi":"10.1016/j.ard.2025.05.842","title":"POS0459 Patients Perspective toward Rheumatic and Musculoskeletal Diseases: Insights from a Large-Scale Survey","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Musculoskeletal Disorders and Rehabilitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perspective (graphical); Scale (ratio); Physical therapy; Family medicine; Cartography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001290349,0.0002621366,0.0006168454,0.0001529763,0.0001623996,0.00003430147,0.0002081076,0.00007614019,0.00009116824],"category_scores_gemma":[0.002506578,0.0001664685,0.0004407921,0.0004195082,0.0002966092,0.0001646074,0.0001861593,0.0001106196,0.000009711833],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003716471,"about_ca_system_score_gemma":0.0001706578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001087323,"about_ca_topic_score_gemma":0.0001171963,"domain_scores_codex":[0.9980077,0.0003624449,0.0005285966,0.0003845296,0.0004602291,0.000256535],"domain_scores_gemma":[0.9978843,0.0006159735,0.0002217839,0.0005710614,0.0005022328,0.000204703],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000685993,0.00530528,0.9449377,0.00441681,0.001408022,0.000001195161,0.006206228,0.00001568513,0.00001656762,0.003193176,0.007976844,0.02583647],"study_design_scores_gemma":[0.001771819,0.0002159797,0.9715734,0.001526089,0.0004267333,1.342501e-7,0.003284457,0.0006027874,0.000009827791,0.02038281,0.0000412733,0.0001646796],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870326,0.008261996,0.0001090044,0.002131733,0.0002193179,0.0009998824,0.0005960988,0.00004083857,0.0006085263],"genre_scores_gemma":[0.9984201,0.0006335473,0.0000594368,0.0004193229,0.00001181803,0.00005300666,0.0002149218,0.0000208491,0.0001670568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02663568,"threshold_uncertainty_score":0.678839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01296307782043688,"score_gpt":0.3075201499858128,"score_spread":0.294557072165376,"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."}}