{"id":"W3045551225","doi":"10.1016/j.knee.2020.06.010","title":"Survivorship of constrained polyethylene inserts in primary total knee replacements","year":2020,"lang":"en","type":"article","venue":"The Knee","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Concordia University; Concordia Hospital; Orthopaedic Innovation Centre; University of Manitoba","funders":"Smith and Nephew","keywords":"Medicine; Radiodensity; Oxford knee score; Radiography; Valgus; Total knee arthroplasty; Survivorship curve; Surgery; Prosthesis; Cohort; Osteoarthritis; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000428998,0.0002121995,0.0003215883,0.0008682896,0.0005560078,0.0009389473,0.0004499264,0.0006938702,0.004811143],"category_scores_gemma":[0.004461606,0.0001521994,0.0006781523,0.001028458,0.00037106,0.0008367415,0.000925559,0.0009121682,0.0004397341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000350542,"about_ca_system_score_gemma":0.0006257694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002961992,"about_ca_topic_score_gemma":0.005541436,"domain_scores_codex":[0.9994113,0.0000864844,0.00008796706,0.00006166325,0.0001333694,0.0002193283],"domain_scores_gemma":[0.9967909,0.0004365652,0.001610564,0.0001487329,0.0003189432,0.0006941825],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009366238,0.00008253215,0.9949784,0.00001842119,0.00004425082,0.0002194781,0.0001422561,0.00003776457,0.00005860135,0.00004332575,0.0001764024,0.00410499],"study_design_scores_gemma":[0.000002741019,0.0002806957,0.9969535,0.00003679031,0.0000460495,0.000944484,0.001090499,0.0001071551,0.00005118161,0.0001046873,0.0003723153,0.000009825828],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997988,0.000581804,0.00004373704,0.0001280594,0.00001936905,0.000004081748,0.0002365581,0.000002833402,0.0009955732],"genre_scores_gemma":[0.9991606,0.0002544741,0.00001656587,0.00003213813,0.00001734111,0.000002403412,0.0001951968,0.000001197787,0.0003199021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004811143,"threshold_uncertainty_score":0.01609486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02249292412130647,"score_gpt":0.248142139329763,"score_spread":0.2256492152084565,"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."}}