{"id":"W1857312723","doi":"","title":"OMERACT/OARSI initiative to define states of severity and indication for joint replacement in hip and knee osteoarthritis.","year":2007,"lang":"en","type":"article","venue":"PubMed","topic":"","field":"","cited_by":104,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Toronto","funders":"","keywords":"Osteoarthritis; Medicine; WOMAC; Physical therapy; Joint replacement; Knee replacement; Rasch model; Physical medicine and rehabilitation; Arthropathy; Arthroplasty; Surgery; Alternative medicine; Psychology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001969061,0.0001280117,0.000242274,0.0003635833,0.00004251574,0.00002099897,0.00004026715,0.00005190728,0.000004800999],"category_scores_gemma":[0.000656018,0.0001390704,0.00001804569,0.0003132345,0.00008830845,0.0001541849,0.00007303804,0.00008196171,0.000005286732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001620642,"about_ca_system_score_gemma":0.00002692171,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007447182,"about_ca_topic_score_gemma":0.0008631208,"domain_scores_codex":[0.99864,0.00005644556,0.0004202228,0.0002981757,0.0001897191,0.0003954077],"domain_scores_gemma":[0.999126,0.0002291032,0.0002155931,0.0001502967,0.0001060052,0.0001730539],"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":[0.003581489,0.0003970068,0.2524282,0.0002390394,0.00007283553,0.000008248368,0.009164327,0.00001501936,0.002619864,0.0004780218,0.0008428121,0.7301532],"study_design_scores_gemma":[0.002635397,0.0002680414,0.9793463,0.00002743612,0.00001616668,0.000005559727,0.0006183407,0.00002159808,0.0150363,0.0009450495,0.0009292543,0.0001505645],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957493,0.0003748777,0.0001331315,0.0003116666,0.00003547738,0.002791419,0.0002541887,0.00002643073,0.0003234871],"genre_scores_gemma":[0.9971045,0.00001711003,0.001214995,0.0002007766,0.0000175107,0.001324287,0.00007023943,0.00002895122,0.00002158219],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7300026,"threshold_uncertainty_score":0.5671126,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03358086241238225,"score_gpt":0.2550025470116562,"score_spread":0.2214216845992739,"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."}}