{"id":"W4415356545","doi":"10.2106/jbjs.oa.25.00220","title":"The Use of Navigation During Total Knee Replacement Improves Precision in Achieving Mechanical Alignment in Obese Patients","year":2025,"lang":"en","type":"article","venue":"JBJS Open Access","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Total knee replacement; Prosthesis; Work (physics); Knee replacement","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":[0.0005156654,0.0001313918,0.0002983804,0.0001418703,0.00009217043,0.0002372647,0.0003349721,0.00006321986,0.00001963476],"category_scores_gemma":[0.0007189733,0.00009374652,0.00004949956,0.000384688,0.00003151708,0.0009939498,0.001595504,0.0002112802,0.000003934508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002858522,"about_ca_system_score_gemma":0.00006902436,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000618515,"about_ca_topic_score_gemma":0.000464914,"domain_scores_codex":[0.9983446,0.0001254,0.0006525305,0.0003111455,0.000337953,0.0002283975],"domain_scores_gemma":[0.9989617,0.0003218783,0.0001659577,0.0004431323,0.00006014934,0.00004717937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002287947,0.0006646468,0.949013,0.0001873286,0.00004696109,0.00001130481,0.0004057118,0.0002218313,0.009283698,0.0002562166,0.0001492164,0.03747213],"study_design_scores_gemma":[0.004504232,0.0001941606,0.980105,0.001172912,0.00001621188,0.000001521371,0.0001817583,0.0007737751,0.01260835,0.0001075301,0.0002454882,0.00008901829],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968016,0.00004116473,0.00002403029,0.0007315273,0.0002813232,0.001901306,0.000003915522,0.00001134099,0.0002037537],"genre_scores_gemma":[0.9984137,0.00002674278,0.0003152637,0.00009125385,0.00001027597,0.0001154499,0.00001335896,0.00001222764,0.001001767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03738312,"threshold_uncertainty_score":0.3822872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03432684324558884,"score_gpt":0.3652325325843737,"score_spread":0.3309056893387849,"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."}}