{"id":"W3173806061","doi":"10.21873/invivo.12500","title":"Clinical Outcome After Replacement of Distal Femur/Proximal Tibia in a Heterogeneous Patient Cohort: Function Following Tumour, Trauma, and Loosening","year":2021,"lang":"en","type":"article","venue":"In Vivo","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Periprosthetic; Surgery; Tibia; Implant; Cohort; Arthroplasty; Femur; Orthopedic surgery; Retrospective cohort study; Oxford knee score; Osteoarthritis; Internal medicine","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":[0.0005455088,0.0003273502,0.0004834717,0.001026243,0.0005591188,0.0006529926,0.0003310046,0.0004244919,0.0009936866],"category_scores_gemma":[0.001809072,0.0002168955,0.0004332318,0.0008370684,0.0005348065,0.0004116177,0.0006129286,0.0003060175,0.0002541249],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003344224,"about_ca_system_score_gemma":0.0002569572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001394859,"about_ca_topic_score_gemma":0.001762683,"domain_scores_codex":[0.9995874,0.00008116099,0.00007674179,0.0001019219,0.00007192371,0.00008083131],"domain_scores_gemma":[0.9986097,0.0002109223,0.0007300721,0.0000861642,0.0001062147,0.000256985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009572155,0.0000137015,0.9982662,0.00000679576,0.00002714035,0.0007407436,0.00005790113,0.00002315695,0.0001771413,0.000004511488,0.00002218757,0.0005648665],"study_design_scores_gemma":[0.000006147361,0.0001971051,0.9940205,0.000005230738,0.00002734841,0.005226527,0.000288998,0.00007700197,0.00005596608,0.000017007,0.00007256625,0.000005568538],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996637,0.000150934,0.00003693482,0.000008265034,0.000001497473,0.000003325031,0.00006873739,8.561174e-7,0.00006570462],"genre_scores_gemma":[0.9997423,0.00005733972,0.00002541847,0.000007183474,0.000005164962,0.00000325151,0.0001358387,6.171756e-7,0.00002286828],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001394859,"threshold_uncertainty_score":0.00332427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02401615826993298,"score_gpt":0.3110386665117871,"score_spread":0.2870225082418541,"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."}}