{"id":"W1969457027","doi":"10.1002/art.21465","title":"Update on hip and knee arthroplasty: Current state of evidence","year":2005,"lang":"en","type":"review","venue":"Arthritis Care & Research","topic":"Orthopaedic implants and arthroplasty","field":"Medicine","cited_by":79,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Arthritis Research Centre of Canada","funders":"","keywords":"Current (fluid); Arthroplasty; State (computer science); Medicine; Physical medicine and rehabilitation; Physical therapy; Computer science; Surgery; Engineering; Electrical engineering","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00102434,0.0004946918,0.001861522,0.0007246528,0.0002483004,0.00007596158,0.0001503686,0.0001761077,0.000258212],"category_scores_gemma":[0.0004187296,0.0003474083,0.0003619529,0.0005374036,0.0007555723,0.00014986,0.0003414008,0.001781623,0.0004799591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001509383,"about_ca_system_score_gemma":0.001112718,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002355788,"about_ca_topic_score_gemma":0.0001237303,"domain_scores_codex":[0.995169,0.0005357208,0.0008955193,0.0008718485,0.001606835,0.0009210074],"domain_scores_gemma":[0.997179,0.0007791653,0.0002208514,0.0007891836,0.0005418601,0.0004899096],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006388512,0.00009311328,0.00007533428,0.01208552,0.00006963796,0.0003221986,0.0002703936,1.500942e-7,3.257039e-7,0.00005332972,0.002362167,0.9846039],"study_design_scores_gemma":[0.0008531921,0.00111872,0.0001484072,0.09585898,0.00009877842,0.0004376599,0.00007686204,0.000001206568,0.000002747504,0.00001160204,0.9011185,0.0002733277],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0009102225,0.9959043,0.00000266949,0.0001177736,0.0004295538,0.001731573,0.0004208203,0.00004435631,0.000438741],"genre_scores_gemma":[0.003312217,0.9952584,0.00006312635,0.00003586688,0.0005929237,0.0001380109,0.0001396226,0.00009074001,0.0003690945],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9843306,"threshold_uncertainty_score":0.9998978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2230593193702421,"score_gpt":0.4659532690528664,"score_spread":0.2428939496826242,"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."}}