{"id":"W3215531023","doi":"10.1002/9781119413936.ch51","title":"The Painful Total Knee Arthroplasty","year":2021,"lang":"en","type":"other","venue":"Evidence-Based Orthopedics","topic":"Orthopedic Infections and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Arthroplasty; Total knee arthroplasty; Radiology; Bone scintigraphy; Etiology; Surgery; Physical therapy; Internal 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006188019,0.0005754409,0.0006507779,0.000245152,0.0004782277,0.0001164806,0.00006378767,0.0005248577,0.008813413],"category_scores_gemma":[0.001071262,0.0003769868,0.0005182641,0.0005621759,0.0003538813,0.00006167642,0.00009672231,0.0008961107,0.0004904578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001680462,"about_ca_system_score_gemma":0.001777317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002751796,"about_ca_topic_score_gemma":0.0005788301,"domain_scores_codex":[0.9970379,0.0002702513,0.0004998744,0.0006870145,0.0008989468,0.0006060338],"domain_scores_gemma":[0.9971301,0.0007034013,0.0003415267,0.001262436,0.0002082022,0.0003543455],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000159304,0.0005095309,0.1152246,0.0005946118,0.0009406657,0.001802218,0.00003225634,0.00001346682,0.000005441299,0.0002334719,0.7325329,0.1479515],"study_design_scores_gemma":[0.001371892,0.0005845753,0.007094142,0.004285721,0.000609795,0.0002002532,0.0000449042,0.00009404164,0.000009312215,0.000004737281,0.9853348,0.0003658663],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003887091,0.1341072,0.002611566,0.007654597,0.01062269,0.004069304,0.0002025478,0.001348967,0.835496],"genre_scores_gemma":[0.004679198,0.009370687,0.000978881,0.001137097,0.002904707,0.0002311508,0.0002861124,0.0005794733,0.9798327],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2528018,"threshold_uncertainty_score":0.9998682,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02815524304306405,"score_gpt":0.2889985267081822,"score_spread":0.2608432836651182,"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."}}