{"id":"W2116623278","doi":"10.1016/j.pain.2011.06.014","title":"The role of presurgical expectancies in predicting pain and function one year following total knee arthroplasty","year":2011,"lang":"en","type":"article","venue":"Pain","topic":"Musculoskeletal pain and rehabilitation","field":"Medicine","cited_by":213,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; McGill University","funders":"Canadian Institutes of Health Research","keywords":"Arthroplasty; Total knee arthroplasty; Medicine; Physical therapy; Physical medicine and rehabilitation; Anesthesia; Surgery","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001693496,0.000351391,0.0002374632,0.0004833952,0.0002432982,0.0005325135,0.0003220592,0.0005030332,0.0009247511],"category_scores_gemma":[0.0119361,0.0002394349,0.0003728481,0.0002398259,0.0002854338,0.0003547864,0.0004557792,0.0007658642,0.0001903318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002479928,"about_ca_system_score_gemma":0.0003350523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003528163,"about_ca_topic_score_gemma":0.007362929,"domain_scores_codex":[0.9995017,0.0002179569,0.00004489923,0.0000442243,0.0001012359,0.0000898978],"domain_scores_gemma":[0.9924791,0.003284037,0.002664257,0.0002342031,0.0003479522,0.0009903987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002339375,0.0001851144,0.9966784,0.000007713202,0.00003604462,0.00002853184,0.00009943218,0.00008894353,0.0001305579,0.000007944176,0.00002733616,0.002476165],"study_design_scores_gemma":[0.000004202582,0.0002051954,0.9993192,0.000002478252,0.000009378914,0.00002866233,0.0000524341,0.000304954,0.00003356794,0.00001570223,0.00002138293,0.000002960232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996438,0.00008992722,0.00004784684,0.00002310015,0.000003193583,0.000005124057,0.00004225147,0.000001647092,0.0001431414],"genre_scores_gemma":[0.999713,0.00004550834,0.00006645641,0.00001201688,0.000005963392,0.000005881222,0.00008056632,5.984726e-7,0.00007000424],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003528163,"threshold_uncertainty_score":0.008956194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009444887183803,"score_gpt":0.217121349049881,"score_spread":0.207676461866078,"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."}}