{"id":"W2981500264","doi":"10.1186/s12891-019-2817-4","title":"Characteristics of young and lower functioning patients following total knee arthroplasty: a retrospective study","year":2019,"lang":"en","type":"article","venue":"BMC Musculoskeletal Disorders","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institutes of Health","keywords":"Medicine; WOMAC; Physical therapy; Osteoarthritis; Sports medicine; Arthroplasty; Orthopedic surgery; Population; 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":[0.0007008894,0.0002311498,0.0005659584,0.001092335,0.0004648542,0.0006687021,0.0002810372,0.0005197421,0.001375939],"category_scores_gemma":[0.002032787,0.0003141764,0.0004293994,0.001558652,0.000424343,0.0007788267,0.0004655963,0.000488239,0.0003431326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003605992,"about_ca_system_score_gemma":0.0005116306,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003957668,"about_ca_topic_score_gemma":0.003727158,"domain_scores_codex":[0.9993944,0.00009817817,0.0001315527,0.0001308597,0.000143681,0.000101281],"domain_scores_gemma":[0.9976183,0.0003918215,0.00124001,0.0001145865,0.0002026126,0.0004326497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003540622,0.00002488064,0.9992841,0.000007551516,0.00001317609,0.0001118905,0.00007866436,0.000007136177,0.00006802018,0.00000406656,0.0000231918,0.0003419048],"study_design_scores_gemma":[0.00000333678,0.0001430046,0.998577,0.000006257369,0.00001436972,0.0006536541,0.0004387689,0.00002616111,0.00002242716,0.000008354811,0.0001030738,0.000003630232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993801,0.0001738892,0.00004274382,0.00001155976,0.000002427635,0.00001020013,0.0002039713,0.000001309645,0.000173762],"genre_scores_gemma":[0.999363,0.0001370203,0.00005049925,0.00003093002,0.000007575086,0.00001666202,0.000324628,0.000001408864,0.0000682422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003957668,"threshold_uncertainty_score":0.007869244,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005428263853396189,"score_gpt":0.2346488838380787,"score_spread":0.2292206199846825,"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."}}