{"id":"W3204329140","doi":"10.1503/cjs.010920","title":"Does surgical approach affect patient outcomes of total knee arthroplasty?","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Surgery","topic":"Total Knee Arthroplasty Outcomes","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Stryker","keywords":"WOMAC; Medicine; Osteoarthritis; Total knee arthroplasty; Range of motion; Arthroplasty; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0007442254,0.0001445868,0.0002568426,0.0004236487,0.000279655,0.0005476165,0.0003074574,0.000772899,0.003307774],"category_scores_gemma":[0.007024469,0.0001080245,0.0005416627,0.0006366173,0.0004357454,0.0005634347,0.000329735,0.0004730753,0.0004713547],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002885506,"about_ca_system_score_gemma":0.0003673706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001240406,"about_ca_topic_score_gemma":0.002376677,"domain_scores_codex":[0.9992588,0.0002245957,0.000125701,0.00008474534,0.0001725659,0.0001335792],"domain_scores_gemma":[0.9950531,0.001235809,0.002690398,0.000135978,0.0002682554,0.000616474],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001738113,0.00003880564,0.9944653,0.00002131561,0.00007133801,0.000117161,0.00006100438,0.00004505488,0.0001198278,0.00002356823,0.0001651575,0.004697626],"study_design_scores_gemma":[0.00001135687,0.0002133823,0.9980603,0.00002624716,0.00004408868,0.0007063975,0.0003054964,0.0001802686,0.00006041233,0.0001000257,0.0002845693,0.000007415195],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973014,0.0009110935,0.0001216712,0.0003812244,0.0000363586,0.000008489543,0.0001505511,0.00000344509,0.001085793],"genre_scores_gemma":[0.9994667,0.0001873648,0.0000499489,0.0000822807,0.00004027387,0.000003924176,0.0001005468,0.00000169283,0.00006727311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003307774,"threshold_uncertainty_score":0.01106554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829057671922063,"score_gpt":0.2321357589445979,"score_spread":0.2138451822253773,"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."}}