{"id":"W2610861615","doi":"10.1371/journal.pone.0176082","title":"Minimally invasive unicompartmental knee replacement: Midterm clinical outcome","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; WOMAC; Oxford knee score; Unicompartmental knee arthroplasty; Surgery; Osteoarthritis; Coronal plane; Deformity; Varus deformity; Visual analogue scale; Radiography; Patella; Arthroplasty; Radiology","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":[0.000736803,0.0002866572,0.0005434896,0.0005522773,0.0003128666,0.0005674792,0.0002532426,0.0003522841,0.001706071],"category_scores_gemma":[0.002062277,0.000098726,0.0004245397,0.000426007,0.0003436306,0.0005534049,0.0005368415,0.0002834758,0.0003785359],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002323222,"about_ca_system_score_gemma":0.000149499,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001720835,"about_ca_topic_score_gemma":0.0003903727,"domain_scores_codex":[0.9994224,0.0001142469,0.0001205529,0.00006760037,0.0001854956,0.00008971006],"domain_scores_gemma":[0.9979297,0.0002617146,0.001263164,0.0000696602,0.0001882623,0.0002874784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002330554,0.000561525,0.9419982,0.0001941017,0.0002654463,0.001311491,0.0002059794,0.0001888024,0.004100957,0.00002740241,0.0002088169,0.04860673],"study_design_scores_gemma":[0.00008342719,0.006352071,0.9763474,0.0000751062,0.0001666595,0.01468069,0.0002748033,0.000309148,0.001017593,0.00005386012,0.0006157123,0.00002352884],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979881,0.001412277,0.0001593822,0.00002776815,0.00001079368,0.000008986465,0.00009416393,0.000004038017,0.0002944763],"genre_scores_gemma":[0.9993499,0.0002279874,0.00009107282,0.00002452611,0.00002541203,0.000007474764,0.0001537176,8.915422e-7,0.0001190447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001706071,"threshold_uncertainty_score":0.005707324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1473276987292871,"score_gpt":0.3553697107740542,"score_spread":0.208042012044767,"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."}}