{"id":"W2035677733","doi":"10.1016/j.arth.2008.05.016","title":"Patient Expectations Predict Greater Pain Relief with Joint Arthroplasty","year":2008,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":233,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Western Hospital","funders":"","keywords":"Medicine; Joint arthroplasty; Pain relief; Arthroplasty; Osteoarthritis; Body mass index; Physical therapy; Total knee arthroplasty; Surgery; Internal medicine; Alternative medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006077235,0.0003519398,0.0006440082,0.0002476817,0.0004467745,0.0000200195,0.0001004461,0.00009084868,0.0004131547],"category_scores_gemma":[0.0003731034,0.0001853161,0.0002642975,0.000350955,0.0006794428,0.0003173878,0.00006862159,0.0006486755,0.000158066],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001088385,"about_ca_system_score_gemma":0.0003862915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001329891,"about_ca_topic_score_gemma":0.00004102645,"domain_scores_codex":[0.996979,0.0003629185,0.0009459566,0.000212526,0.00102921,0.0004703989],"domain_scores_gemma":[0.9976111,0.0003348136,0.0006755569,0.0005267528,0.0004981448,0.0003536361],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01188367,0.003142879,0.7248942,0.0002319751,0.002934208,0.006917378,0.07545868,0.004727797,0.004375159,0.000147164,0.1272735,0.03801336],"study_design_scores_gemma":[0.01699972,0.03056191,0.7721363,0.001391419,0.0009654351,0.09792486,0.02043605,0.0007340322,0.007536772,0.00007892861,0.05018517,0.001049464],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917338,0.00044986,0.003381151,0.002759991,0.0004778625,0.0004373961,0.0000117439,0.00006806589,0.0006800924],"genre_scores_gemma":[0.995092,0.0002905991,0.002862724,0.0006158287,0.0003240117,0.000008300945,0.00000392684,0.00006109322,0.0007415607],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09100748,"threshold_uncertainty_score":0.7556972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488538374489043,"score_gpt":0.2155916752526507,"score_spread":0.2007062915077602,"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."}}