{"id":"W4235400232","doi":"10.3410/f.726065733.793568795","title":"Faculty Opinions recommendation of The effects of tourniquet use in total knee arthroplasty: a randomized, controlled trial.","year":2019,"lang":"en","type":"dataset","venue":"Faculty Opinions – Post-Publication Peer Review of the Biomedical Literature","topic":"Blood transfusion and management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourniquet; Medicine; Randomized controlled trial; Anesthesia; Total knee arthroplasty; Thigh; Confidence interval; Surgery; WOMAC; Blood loss; Adverse effect; Arthroplasty; Range of motion; Osteoarthritis; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008251969,0.0008298766,0.002764443,0.0007975199,0.0009290884,0.001892208,0.001378983,0.007421358,0.1103446],"category_scores_gemma":[0.02326443,0.0006329016,0.002439249,0.00102382,0.0007989644,0.001278308,0.0005801343,0.002934974,0.009121068],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001079922,"about_ca_system_score_gemma":0.004151861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0024921,"about_ca_topic_score_gemma":0.002927486,"domain_scores_codex":[0.9948678,0.002723672,0.0008351636,0.000576497,0.0007402202,0.0002566635],"domain_scores_gemma":[0.9900299,0.00341287,0.0031631,0.0003803344,0.001550566,0.001463319],"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":[0.5649922,0.00540963,0.004178345,0.0457846,0.00727005,0.0001884993,0.0002129967,0.0002896496,0.002852946,0.002127808,0.121455,0.2452383],"study_design_scores_gemma":[0.9419539,0.01200996,0.005429696,0.00474271,0.002017145,0.00004842514,0.00007032794,0.0003316205,0.0003947119,0.0007860634,0.03217814,0.0000373256],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"review","genre_gemma":"dataset","genre_scores_codex":[0.1882314,0.2067108,0.007596348,0.1470895,0.06792796,0.189325,0.06093674,0.001365859,0.1308164],"genre_scores_gemma":[0.5776496,0.05346628,0.03883819,0.07538354,0.02580843,0.1364631,0.01333161,0.0002166942,0.07884263],"genre_candidate":"dataset","genre_consensus":null,"teacher_disagreement_score":0.1103446,"threshold_uncertainty_score":0.3691393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083200474972801,"score_gpt":0.3269421161878742,"score_spread":0.3061101114381462,"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."}}