{"id":"W4309109221","doi":"10.2147/orr.s381894","title":"Effects of Surgical Approach and Tourniquet Use on Patient-Reported Outcomes Following Total Knee Arthroplasty: A Pilot Randomized Clinical Trial","year":2022,"lang":"en","type":"article","venue":"Orthopedic Research and Reviews","topic":"Blood transfusion and management","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"London Health Sciences Centre; Western University","funders":"Stryker","keywords":"Medicine; Total knee arthroplasty; Tourniquet; Randomized controlled trial; Arthroplasty; Physical therapy; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01261392,0.0001998598,0.00172364,0.0002560909,0.0002832285,0.00003438637,0.00004418354,0.00006223111,0.00009062268],"category_scores_gemma":[0.003056226,0.0001197695,0.0005158368,0.0003263908,0.0002987588,0.00006116677,0.0002638039,0.0009650186,0.000002881054],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001697441,"about_ca_system_score_gemma":0.000101208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005669345,"about_ca_topic_score_gemma":0.000001986786,"domain_scores_codex":[0.9923472,0.004469354,0.001254717,0.0005114122,0.001057239,0.0003601064],"domain_scores_gemma":[0.9959533,0.003059245,0.0002019505,0.0003451058,0.00006169457,0.0003786988],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.6686581,0.008118496,0.02189549,0.001939943,0.001336513,0.001582247,0.0004031763,5.574346e-7,0.00004730652,0.0008174827,0.006925508,0.2882752],"study_design_scores_gemma":[0.7765299,0.0150194,0.004316479,0.0003477929,0.0004944546,0.00008553698,0.000106682,0.00003915517,0.00000644246,0.00002549526,0.2028453,0.0001833765],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9791446,0.007987148,0.00005394534,0.0006371869,0.0003935076,0.01021353,0.000002983213,0.00002497772,0.001542156],"genre_scores_gemma":[0.9234806,0.06630886,0.0007000145,0.0004142381,0.0001638419,0.002361767,0.00004570056,0.00004344923,0.00648159],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2880918,"threshold_uncertainty_score":0.4884057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1304662026185761,"score_gpt":0.4133235473529701,"score_spread":0.282857344734394,"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."}}