{"id":"W4411411655","doi":"10.1016/j.ard.2025.05.653","title":"POS0266 DEVELOPMENT OF AN ARTICULAR SCORE IN SYSTEMIC SCLEROSIS (ASSESS): IDENTIFICATION OF CORE INSTRUMENTS TO ASSESS DISEASE ACTIVITY","year":2025,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Sclerosis and Related Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Disease; Identification (biology); Physical therapy; Multiple sclerosis; Internal medicine; Intensive care medicine; Immunology","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":[0.04201724,0.001047805,0.002598392,0.008541996,0.0007438127,0.003759021,0.001557951,0.002780494,0.01311477],"category_scores_gemma":[0.04881064,0.0004717705,0.002511987,0.01271928,0.001152734,0.002384227,0.002543843,0.001220713,0.00609061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141494,"about_ca_system_score_gemma":0.01043482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005799566,"about_ca_topic_score_gemma":0.001717934,"domain_scores_codex":[0.97387,0.01029322,0.01030393,0.00083004,0.004367345,0.0003353854],"domain_scores_gemma":[0.9547288,0.02396907,0.007127344,0.001411289,0.01198386,0.0007796018],"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":[0.002809743,0.0001786002,0.01758767,0.4240429,0.001808564,0.001020894,0.002205784,0.0007208894,0.005804202,0.009754664,0.04798723,0.4860789],"study_design_scores_gemma":[0.002113167,0.00348625,0.0539966,0.3588863,0.008198597,0.002583033,0.002770185,0.0008135893,0.005019362,0.006358777,0.5555748,0.000199338],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.06484192,0.5808367,0.03998015,0.0207692,0.007829129,0.05349097,0.07411432,0.0005707764,0.1575669],"genre_scores_gemma":[0.202391,0.4543307,0.1979848,0.009349281,0.002387448,0.05429951,0.06235986,0.0002840618,0.01661321],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04201724,"threshold_uncertainty_score":0.2222111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1343741960401958,"score_gpt":0.3514300034294325,"score_spread":0.2170558073892367,"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."}}