{"id":"W6995627925","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":"Institutional Research Information System University of Ferrara (University of Ferrara)","topic":"Retinal Diseases and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Osteoarthritis; Rasch model; Joint replacement; WOMAC; Arthropathy; Patient-reported outcome; Knee replacement; Arthroplasty","routes":{"ca_aff":false,"ca_fund":false,"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":[],"consensus_categories":[],"category_scores_codex":[0.0008833286,0.00009623088,0.000305513,0.0009257881,0.0002571963,0.000007739659,0.00008542562,0.00008690369,0.0000215807],"category_scores_gemma":[0.0001261827,0.0001175062,0.00006345471,0.0004263287,0.0004326191,0.0006577926,0.0001202475,0.000116807,0.000005701331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003830809,"about_ca_system_score_gemma":0.0004129479,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008778087,"about_ca_topic_score_gemma":0.0001776649,"domain_scores_codex":[0.9987277,0.00006544454,0.0002713467,0.0001591434,0.0005787021,0.0001976843],"domain_scores_gemma":[0.9984838,0.0001322082,0.0002368336,0.0001398849,0.0007980436,0.0002092155],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1042944,0.002330535,0.4501778,0.0195853,0.001603682,0.0004666548,0.1015199,0.001087517,0.003004294,0.1261871,0.002023477,0.1877194],"study_design_scores_gemma":[0.006765603,0.001833262,0.9363227,0.001039215,0.00005928455,0.00003959419,0.05043963,0.001130835,0.0003177473,0.0001186475,0.001807352,0.0001261043],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9893138,0.00007508643,0.004914492,0.0004191156,0.00002098523,0.001146242,0.0003087551,0.00001095464,0.003790586],"genre_scores_gemma":[0.9976888,0.00006040343,0.001986274,0.00001640309,0.000004638943,4.887125e-7,0.0001695733,0.000002391881,0.00007098748],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4861449,"threshold_uncertainty_score":0.4791763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.070498201618158,"score_gpt":0.3070211569311797,"score_spread":0.2365229553130217,"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."}}