{"id":"W3128385701","doi":"10.1007/s00132-021-04068-x","title":"Does the type of surgical approach affect the clinical outcome of total knee arthroplasty?","year":2021,"lang":"en","type":"article","venue":"Der Orthopäde","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universität Innsbruck; Medizinische Universität Innsbruck","keywords":"Medicine; WOMAC; Total knee arthroplasty; Osteoarthritis; Confidence interval; Prosthesis; Range of motion; Arthroplasty; Surgery; 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":[0.0008675864,0.0002072615,0.0007134501,0.00004242269,0.00009598213,0.00001386529,0.00009380258,0.0001473969,0.0004108867],"category_scores_gemma":[0.0008191832,0.00008336862,0.0005298641,0.0004149798,0.0006185626,0.00005360316,0.0002048025,0.0005465024,0.00005643005],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001280976,"about_ca_system_score_gemma":0.0001914416,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002152551,"about_ca_topic_score_gemma":0.00005532026,"domain_scores_codex":[0.9975882,0.0004330603,0.000834981,0.0003355168,0.0005117393,0.0002964583],"domain_scores_gemma":[0.9970917,0.001477994,0.0002239923,0.0008836266,0.0002083892,0.0001143122],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002445541,0.0004216816,0.9913296,0.0001173775,0.0003433646,0.0001241079,0.0003054982,0.00002817804,0.0001426914,0.0008651988,0.0008816267,0.005196186],"study_design_scores_gemma":[0.002699379,0.0004054133,0.9696988,0.00005205035,0.0003482946,0.0007682225,0.0009587106,0.0001852264,0.0007743573,0.00003187696,0.02391021,0.0001674156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9910824,0.0006810736,0.00009754922,0.00332826,0.001110962,0.0004170498,0.00001781372,0.0000405405,0.003224399],"genre_scores_gemma":[0.9936897,0.00009196347,0.0008213619,0.0002862711,0.0002834924,0.00001072726,0.00001876045,0.0000314356,0.004766329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02302858,"threshold_uncertainty_score":0.4498921,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04572049540574193,"score_gpt":0.3460540648852089,"score_spread":0.300333569479467,"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."}}