{"id":"W4416222539","doi":"10.1302/1358-992x.2025.13.116","title":"IS TOURNIQUET USE ASSOCIATED WITH A DIFFERENCE IN PATIENT-REPORTED OUTCOMES FOLLOWING TOTAL KNEE ARTHROPLASTY? A MULTICENTRE COMPARISON","year":2025,"lang":"en","type":"article","venue":"Orthopaedic Proceedings","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia Hospital","funders":"","keywords":"Tourniquet; Prom; Total knee arthroplasty; Patient-reported outcome; Osteoarthritis; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000210093,0.0003140088,0.0006600178,0.0003735531,0.0001197674,0.0000798997,0.00005340384,0.000141815,0.00005603997],"category_scores_gemma":[0.0005640363,0.0002446772,0.0002021203,0.0008016858,0.00005397467,0.0002050637,0.000082027,0.0004949615,0.000004920732],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261071,"about_ca_system_score_gemma":0.0001069727,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001453666,"about_ca_topic_score_gemma":0.0001608804,"domain_scores_codex":[0.9978245,0.00001774984,0.0006153421,0.0005128415,0.0005613298,0.0004682519],"domain_scores_gemma":[0.9991969,0.00009765078,0.0002000554,0.0001606049,0.0001736341,0.0001711788],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002431614,0.0008941047,0.9879911,0.0001045978,0.0005287318,0.0002100881,0.002243803,9.207786e-7,0.0003118386,0.00009457408,0.001098483,0.006278618],"study_design_scores_gemma":[0.008714636,0.0003897077,0.9844285,0.001552711,0.0005789,0.00001274698,0.001813484,0.000692619,0.0002505433,0.00001282616,0.001300042,0.0002533252],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940614,0.00007492671,0.0001308125,0.00154429,0.0002231781,0.001282218,0.000004267264,0.0002222655,0.002456705],"genre_scores_gemma":[0.9936339,0.00001558786,0.000444826,0.001709823,0.000009075547,0.0001095881,0.0000186695,0.00002715267,0.00403141],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008471474,"threshold_uncertainty_score":0.9977647,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01630364354090569,"score_gpt":0.2642754156096868,"score_spread":0.2479717720687811,"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."}}