{"id":"W3013806110","doi":"10.1007/s00167-020-05940-7","title":"Radiographs are not sufficient for evaluation of component fit in subtle knee pain after total knee arthroplasty","year":2020,"lang":"en","type":"article","venue":"Knee Surgery Sports Traumatology Arthroscopy","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Radiography; Palpation; McNemar's test; Knee pain; Osteoarthritis; Orthodontics; Femur; Arthroplasty; Radiology; Nuclear medicine; Surgery","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001066718,0.0004757024,0.0004526022,0.0007667537,0.0001417326,0.0004595998,0.0003266833,0.0006157784,0.002118097],"category_scores_gemma":[0.01050611,0.0002639722,0.0002237238,0.0004690733,0.0005403823,0.0006490109,0.0004617115,0.0003989483,0.0005948495],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001561109,"about_ca_system_score_gemma":0.0002090556,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008826286,"about_ca_topic_score_gemma":0.001481222,"domain_scores_codex":[0.9989797,0.0002424454,0.0001703657,0.00007573008,0.0004130873,0.0001184671],"domain_scores_gemma":[0.995797,0.001190979,0.001811819,0.0002127343,0.0007030176,0.0002844013],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005210799,0.0000726103,0.9729835,0.0001331141,0.00004704129,0.001773251,0.000189468,0.0001021445,0.006483995,0.00002262555,0.0001620556,0.01750898],"study_design_scores_gemma":[0.00002867942,0.0006945061,0.9897086,0.00004141049,0.00004252183,0.007992874,0.0002993187,0.0002614242,0.0006785198,0.00002327464,0.0002216202,0.000007184673],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973664,0.001455277,0.0003120066,0.00006061147,0.00001432368,0.00001597682,0.00005023674,0.00001331156,0.0007120025],"genre_scores_gemma":[0.9994333,0.0002082435,0.0001600108,0.0000244558,0.00002049233,0.000003679106,0.00005149908,0.000002253776,0.0000959799],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002118097,"threshold_uncertainty_score":0.0070858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03583607020879206,"score_gpt":0.2794031861994456,"score_spread":0.2435671159906535,"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."}}