{"id":"W2099148197","doi":"10.1136/annrheumdis-2012-201341","title":"The development of candidate composite disease activity and responder indices for psoriatic arthritis (GRACE project)","year":2012,"lang":"en","type":"article","venue":"Annals of the Rheumatic Diseases","topic":"Spondyloarthritis Studies and Treatments","field":"Medicine","cited_by":319,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Psoriatic arthritis; Receiver operating characteristic; Rheumatoid arthritis; Disease; Psoriasis; Internal medicine; Area under the curve; Arthritis; Physical therapy; Dermatology","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":[0.02852624,0.001246149,0.00256277,0.001190405,0.0006288172,0.001870207,0.001413553,0.0007427821,0.002178716],"category_scores_gemma":[0.02517361,0.0004078954,0.001925358,0.0008654955,0.0004565707,0.000980175,0.002691419,0.001802214,0.0007546605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009066694,"about_ca_system_score_gemma":0.003601535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002021335,"about_ca_topic_score_gemma":0.002157044,"domain_scores_codex":[0.9908378,0.006067246,0.000467931,0.0005995019,0.00164887,0.0003785765],"domain_scores_gemma":[0.9872541,0.004909369,0.002954789,0.001204631,0.002215408,0.001461653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.07107383,0.003258488,0.4725919,0.001187228,0.005223596,0.0002939525,0.0008856572,0.009229315,0.005923314,0.005026209,0.03533871,0.3899677],"study_design_scores_gemma":[0.02582265,0.02047983,0.8511469,0.0005938599,0.005665949,0.001287052,0.0005763951,0.03573141,0.00755394,0.009532773,0.04135482,0.0002544243],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9145945,0.00507468,0.03597629,0.003838708,0.0003464888,0.006195884,0.02586251,0.0007271075,0.007383877],"genre_scores_gemma":[0.8530581,0.001243848,0.1041903,0.001094902,0.0003838572,0.0121617,0.02470478,0.0003385958,0.002823903],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02852624,"threshold_uncertainty_score":0.150863,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04427246283006806,"score_gpt":0.337840673622396,"score_spread":0.2935682107923279,"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."}}