{"id":"W3180769804","doi":"10.33612/diss.166905204","title":"Beyond the joint: Measurement and treatment of sensitisation in patients undergoing total knee of hip arthroplasty","year":2021,"lang":"en","type":"dissertation","venue":"","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Arthritis Society; Dutch Arthritis Society","keywords":"Osteoarthritis; Medicine; Knee replacement; Joint replacement; Arthroplasty; Physical therapy; Hip replacement; Physical medicine and rehabilitation; Surgery","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00101766,0.0003960293,0.00124388,0.000224185,0.0003557703,0.0004742909,0.0002996455,0.0007768503,0.001561456],"category_scores_gemma":[0.002787269,0.0002645963,0.001046541,0.0003641333,0.000421208,0.0003470406,0.0003192958,0.0007488574,0.0001632435],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004792566,"about_ca_system_score_gemma":0.001008275,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001592516,"about_ca_topic_score_gemma":0.00349455,"domain_scores_codex":[0.9989061,0.0005830944,0.000141786,0.0001027486,0.0001454709,0.0001206447],"domain_scores_gemma":[0.9991535,0.0002416334,0.0002990483,0.00004886436,0.000067776,0.0001891317],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.6126518,0.04612999,0.07621314,0.005717498,0.002156008,0.0001848355,0.0009362011,0.0006087232,0.006673451,0.0001342923,0.0009801418,0.2476138],"study_design_scores_gemma":[0.1052857,0.5832363,0.305609,0.0002988779,0.001392132,0.0001617792,0.0004651264,0.0006390827,0.00122994,0.000141131,0.001478319,0.00006268612],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943708,0.003534805,0.0001044076,0.000160592,0.00007054426,0.0009001236,0.0001075771,0.000008910823,0.0007423747],"genre_scores_gemma":[0.9974344,0.001084091,0.000407081,0.0001306735,0.00005949991,0.0006191743,0.00008522659,8.791763e-7,0.0001791036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001592516,"threshold_uncertainty_score":0.005381942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01936036110055334,"score_gpt":0.2390570615387563,"score_spread":0.219696700438203,"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."}}