{"id":"W4210521136","doi":"10.3390/jpm12020194","title":"The Impact of Total Knee Replacement with a Customized Cruciate-Retaining Implant Design on Patient-Reported and Functional Outcomes","year":2022,"lang":"en","type":"article","venue":"Journal of Personalized Medicine","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Implant; Oxford knee score; Osteoarthritis; WOMAC; Range of motion; Cohort; Knee replacement; Arthroplasty; Survivorship curve; Valgus; Prospective cohort study; Surgery; Physical therapy; Population; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002011403,0.0002660204,0.001023539,0.0003099566,0.0003468478,0.00001084757,0.00005737487,0.00003696122,0.0006866248],"category_scores_gemma":[0.001041302,0.0001240204,0.0002933592,0.0002498916,0.0003059843,0.00007468768,0.00005942259,0.0006129541,8.17153e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003460926,"about_ca_system_score_gemma":0.000552828,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009310024,"about_ca_topic_score_gemma":0.000002264632,"domain_scores_codex":[0.9966454,0.0003153297,0.001049764,0.0002041087,0.001483923,0.000301474],"domain_scores_gemma":[0.9965767,0.001245644,0.001366507,0.0002395558,0.0003066194,0.0002650104],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.3495015,0.001662694,0.5271894,0.0001438886,0.01338468,0.003711729,0.01815268,0.006868564,0.02201017,0.0002987511,0.03209109,0.02498483],"study_design_scores_gemma":[0.1404054,0.09392626,0.6834563,0.001180849,0.002287743,0.05050626,0.0224683,0.001574504,0.000386182,0.00011458,0.003177688,0.0005159454],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934486,0.001417069,0.0003481929,0.003635059,0.0003864362,0.0005491627,0.000009309096,0.00001483531,0.0001913936],"genre_scores_gemma":[0.9980485,0.00007386076,0.0004994145,0.0003902682,0.0001160866,0.00002167293,0.000005562525,0.00003022335,0.0008144064],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2090961,"threshold_uncertainty_score":0.7518061,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03035958314940772,"score_gpt":0.2938859923120775,"score_spread":0.2635264091626698,"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."}}