{"id":"W4379649511","doi":"10.1136/annrheumdis-2023-eular.3612","title":"POS1516 CHARACTERISATION OF AN ANA-ARTHRITIS BASKET POPULATION FOR CLINICAL TRIALS","year":2023,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Systemic Lupus Erythematosus Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"AstraZeneca (Canada)","funders":"","keywords":"Medicine; Population; Internal medicine; Rheumatoid arthritis; Physical therapy; Clinical trial; Rheumatology; Medical diagnosis; Pathology","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":[0.02769098,0.0009924325,0.002436324,0.002489129,0.0009650546,0.004830187,0.001307202,0.001702124,0.02362617],"category_scores_gemma":[0.05475474,0.0007544707,0.002585205,0.003445922,0.0007181584,0.002209791,0.002855983,0.001933155,0.005712661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074216,"about_ca_system_score_gemma":0.003641128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001010313,"about_ca_topic_score_gemma":0.001524845,"domain_scores_codex":[0.9797681,0.01005051,0.004142076,0.002457984,0.002426516,0.001154857],"domain_scores_gemma":[0.9786805,0.007722451,0.005121548,0.00314465,0.003495508,0.001835366],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1598876,0.002525339,0.374506,0.004893741,0.00848959,0.001348904,0.001573754,0.004243536,0.01753243,0.0180943,0.07334138,0.3335634],"study_design_scores_gemma":[0.03699105,0.02989934,0.5339513,0.003304031,0.01439165,0.004547168,0.00132941,0.02098974,0.009676892,0.03683416,0.3075433,0.0005417986],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8016326,0.01761249,0.03866582,0.01023067,0.001619526,0.01446853,0.06206623,0.0009846922,0.05271946],"genre_scores_gemma":[0.898291,0.002969963,0.0259314,0.006074266,0.001014245,0.01144209,0.04528221,0.0006545431,0.008340293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02769098,"threshold_uncertainty_score":0.1464456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3785470402332167,"score_gpt":0.533781891547571,"score_spread":0.1552348513143544,"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."}}