{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004807462,0.00006294873,0.00012978,0.00004182821,0.00006118746,0.000004787673,0.00001293406,0.00005305518,0.00002540502],"category_scores_gemma":[0.002474633,0.00004306406,0.00005864006,0.0001062897,0.00006907455,0.0000434041,0.0000158831,0.0001169043,0.000001691687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001561065,"about_ca_system_score_gemma":0.00001866264,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005382401,"about_ca_topic_score_gemma":0.00003203345,"domain_scores_codex":[0.9987336,0.0006678465,0.0001998139,0.0001206292,0.000150192,0.000127863],"domain_scores_gemma":[0.9987269,0.001057197,0.00004267705,0.0001075361,0.00002391052,0.00004180444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002982559,0.0001529347,0.8636559,0.0001597787,0.0000540557,0.000001445113,0.004770598,0.000002273754,0.009990002,0.0008046838,0.0000273905,0.1200826],"study_design_scores_gemma":[0.0007947368,0.0008474946,0.9808611,0.0002466752,0.00002077536,7.297711e-7,0.01020557,0.005304935,0.0002405201,0.0009032961,0.0005040936,0.00007007248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994148,0.0008682946,0.0009536688,0.00006979818,0.00007455519,0.0002659182,4.54108e-7,0.00002516563,0.003594217],"genre_scores_gemma":[0.9993822,0.00000919769,0.0003984865,0.00001763858,0.00005534408,0.00002384333,0.000002408703,0.000007621009,0.0001032913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1200126,"threshold_uncertainty_score":0.2962545,"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."}}