{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002697059,0.00008900119,0.0001784566,0.00008338916,0.00003682618,0.000008185207,0.00003604364,0.00003596014,0.00001689831],"category_scores_gemma":[0.0001755694,0.00005735681,0.00006084162,0.0001750143,0.00004418711,0.00002070566,0.00002024252,0.0001506498,0.000009870462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001528131,"about_ca_system_score_gemma":0.00001090532,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002470856,"about_ca_topic_score_gemma":0.00007951354,"domain_scores_codex":[0.9991613,0.00005543716,0.0001948269,0.0001247569,0.000207281,0.000256395],"domain_scores_gemma":[0.9994166,0.0002222515,0.00003984451,0.0002232219,0.00001581186,0.00008224063],"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":[0.0009251157,0.003142968,0.03895003,0.001004121,0.0004582387,0.001486912,0.0008255731,0.00001295908,0.0005192001,0.002997957,0.002150864,0.947526],"study_design_scores_gemma":[0.005729353,0.0005152081,0.9849845,0.0001739384,0.0001546472,0.0001065659,0.00007851554,0.00001876797,0.002132285,0.0001346976,0.005878183,0.00009338011],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870149,0.0002247825,0.00001571486,0.001927291,0.0002530643,0.001608398,4.353949e-7,0.00002931925,0.008926028],"genre_scores_gemma":[0.995566,0.0004556636,0.00001417485,0.0003642385,0.00003679303,0.0008361197,0.000001021949,0.00001079198,0.002715221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9474327,"threshold_uncertainty_score":0.2338943,"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."}}