{"id":"W2791993408","doi":"","title":"NO BENEFICIAL EFFECTS WITH WHOLE-COURSE TOURNIQUET AND CLOSED-SUCTION DRAIN USE ON BLEEDING MANAGEMENT, KNEE FUNCTION AND RELATED COSTS IN TOTAL KNEE ARTHROPLASTY","year":2018,"lang":"en","type":"article","venue":"","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cégep de Saint-Laurent","funders":"","keywords":"Tourniquet; Medicine; Total knee arthroplasty; Blood loss; Suction; Surgery; Arthroplasty; Knee Joint; Anesthesia","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":[0.0005584682,0.0001895231,0.000463058,0.0002667857,0.0002368431,0.0005820079,0.000188908,0.0002784915,0.002027844],"category_scores_gemma":[0.003054067,0.00007240311,0.0007488164,0.0002929832,0.0002877937,0.0004840691,0.0002962188,0.000561996,0.0001428681],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000357856,"about_ca_system_score_gemma":0.0008215866,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009009839,"about_ca_topic_score_gemma":0.002390345,"domain_scores_codex":[0.9993753,0.0002511576,0.0000937576,0.0000579043,0.0001173253,0.0001045322],"domain_scores_gemma":[0.9980933,0.000673764,0.0006355824,0.00008024356,0.0001558955,0.0003612339],"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":[0.0850933,0.01589217,0.4183434,0.003428,0.002780628,0.0007635221,0.0006739158,0.0006065223,0.007792268,0.0004352553,0.002150412,0.4620407],"study_design_scores_gemma":[0.001923187,0.09777888,0.8875377,0.0006578516,0.002268698,0.001014611,0.0009636863,0.0006244306,0.002408117,0.0004532283,0.004302892,0.00006672423],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913885,0.007234172,0.00006952196,0.0002348081,0.00009752654,0.00002936858,0.00007764336,0.000004595952,0.0008639484],"genre_scores_gemma":[0.9972367,0.001872696,0.0001476734,0.000121601,0.00009186036,0.00001971178,0.00009062449,0.000001665656,0.0004172641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002027844,"threshold_uncertainty_score":0.006783783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00608475579179067,"score_gpt":0.2198659801173349,"score_spread":0.2137812243255442,"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."}}