{"id":"W2057611781","doi":"10.1016/j.arth.2009.02.004","title":"Minimal Incision Surgery as a Risk Factor for Early Failure of Total Knee Arthroplasty","year":2009,"lang":"en","type":"article","venue":"The Journal of Arthroplasty","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":false,"ca_institutions":"Royal Jubilee Hospital","funders":"","keywords":"Medicine; Surgery; Total knee arthroplasty; Arthroplasty","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":[0.0005282112,0.0003596924,0.0004566253,0.0008614373,0.0004780035,0.0007134532,0.0004973777,0.0008849162,0.005439058],"category_scores_gemma":[0.006610218,0.00031953,0.0005809485,0.0006138986,0.0004847973,0.0005705286,0.0005108709,0.001440409,0.0003067229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001725326,"about_ca_system_score_gemma":0.000654415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000745296,"about_ca_topic_score_gemma":0.001263551,"domain_scores_codex":[0.9995359,0.0001117697,0.00006655016,0.00004028181,0.0001253383,0.0001200406],"domain_scores_gemma":[0.9894087,0.003715144,0.003721857,0.0004579649,0.000437083,0.002259274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004049978,0.0001217184,0.9951191,0.00001917486,0.00006487118,0.001146642,0.00003702482,0.0000636989,0.0006173515,0.00004208727,0.00009533401,0.002267993],"study_design_scores_gemma":[0.00001303221,0.0005477534,0.9888425,0.00002497697,0.00009228546,0.009343253,0.0002400439,0.000376703,0.0002085966,0.0001271441,0.0001676854,0.00001606312],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981806,0.000417394,0.000206149,0.0001140169,0.00002484629,0.000005130248,0.00004932086,0.000006893108,0.0009956092],"genre_scores_gemma":[0.9995667,0.00009623708,0.0001169563,0.00002381503,0.00003563751,0.000002356191,0.00003643271,0.00000268606,0.0001191308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005439058,"threshold_uncertainty_score":0.01819551,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01377580684954931,"score_gpt":0.2586833698833217,"score_spread":0.2449075630337724,"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."}}