{"id":"W1568685867","doi":"","title":"The effects of a pneumatic tourniquet on blood loss in total knee arthroplasty.","year":2001,"lang":"en","type":"article","venue":"PubMed","topic":"Blood transfusion and management","field":"Medicine","cited_by":153,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Tourniquet; Blood loss; Total knee arthroplasty; Surgery; Anesthesia; Perioperative; Complication; Arthroplasty; Prospective cohort study; Blood transfusion","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":[0.001039284,0.0002077072,0.0001972198,0.0001524514,0.0001269332,0.0002833323,0.0001814266,0.0002237206,0.001360048],"category_scores_gemma":[0.005958865,0.00007920517,0.0002968541,0.0001760476,0.0003319188,0.0002147601,0.0001635158,0.0002657728,0.00009831854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001931688,"about_ca_system_score_gemma":0.0002683564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001789945,"about_ca_topic_score_gemma":0.0002183309,"domain_scores_codex":[0.9987997,0.0007636915,0.0000999091,0.00005456834,0.0002084086,0.00007379477],"domain_scores_gemma":[0.9969587,0.00168588,0.0009653385,0.00008189307,0.0001084339,0.0001997391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.1093219,0.009285789,0.3508342,0.002892645,0.00103458,0.002260295,0.0003289062,0.001097186,0.02046392,0.0002935186,0.001756369,0.5004307],"study_design_scores_gemma":[0.003181107,0.1772726,0.8016635,0.0003397058,0.0005671689,0.004589969,0.0002934729,0.001250023,0.007793996,0.0002478767,0.002774193,0.0000263999],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953843,0.003496465,0.0002869016,0.0001706386,0.00004721543,0.00005572475,0.00002858971,0.000006087426,0.0005240623],"genre_scores_gemma":[0.9984995,0.0009988408,0.0002294314,0.00006670102,0.00005397308,0.00003305522,0.00002462181,8.601455e-7,0.00009308822],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001360048,"threshold_uncertainty_score":0.005496323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007265689323858878,"score_gpt":0.206528058188146,"score_spread":0.1992623688642872,"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."}}