{"id":"W2064608069","doi":"10.1002/sim.4126","title":"Assessment of joint symmetry in arthritis","year":2011,"lang":"en","type":"article","venue":"Statistics in Medicine","topic":"Rheumatoid Arthritis Research and Therapies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; University of Toronto","keywords":"Joint (building); Symmetry (geometry); Psoriatic arthritis; Arthritis; Consistency (knowledge bases); Joint disease; Contingency table; Disease; Medicine; Table (database); Goodness of fit; Econometrics; Mathematics; Computer science; Statistics; Artificial intelligence; Data mining; Pathology; Internal medicine; Alternative medicine; Structural engineering","routes":{"ca_aff":false,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007642372,0.0001117371,0.0005365654,0.0004522565,0.00001456246,0.000001929476,0.00007132524,0.00004955447,0.00149538],"category_scores_gemma":[0.000679415,0.00009232103,0.00002046377,0.0003133015,0.0003583432,0.00003423995,0.00003125576,0.0003241951,0.000007119876],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006089425,"about_ca_system_score_gemma":0.0001372765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009958126,"about_ca_topic_score_gemma":0.0006147424,"domain_scores_codex":[0.9984087,0.00008028874,0.0005960695,0.0001788547,0.0004549906,0.0002810378],"domain_scores_gemma":[0.9993072,0.0001399555,0.0000824275,0.0002337279,0.0001078368,0.0001288429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001594545,0.0006568685,0.6438494,0.0002883908,0.00006092814,0.001544061,0.003044792,7.497367e-7,0.003313869,0.2076572,0.002696392,0.1367278],"study_design_scores_gemma":[0.00518125,0.001240222,0.9635228,0.002267948,0.000002963643,0.00005414864,0.001002524,0.0003497936,0.0004987909,0.02541435,0.0003746491,0.00009059139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8644083,0.01450457,0.01865725,0.0008081027,0.0004913271,0.001101875,0.0001478142,0.00004274475,0.09983798],"genre_scores_gemma":[0.9413062,0.02306693,0.03534762,0.0001056612,0.00003327178,0.00002097959,0.00003235273,0.00001502204,0.00007190717],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3196734,"threshold_uncertainty_score":0.9994174,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04119543443743018,"score_gpt":0.3491132775485651,"score_spread":0.3079178431111349,"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."}}