{"id":"W2077372789","doi":"10.1097/00006416-200209000-00009","title":"Tourniquet Safety in Lower Leg Applications","year":2002,"lang":"en","type":"article","venue":"Orthopaedic Nursing","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bell (Canada); Vancouver Native Health Society; University of British Columbia Hospital","funders":"","keywords":"Cuff; Medicine; Tourniquet; Anesthesia; Surgery; Biomedical engineering","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":[0.0002658743,0.0001668401,0.0002553837,0.0002703766,0.0001129391,0.00002184047,0.00008282167,0.0001237481,0.0005008496],"category_scores_gemma":[0.00009725778,0.000171884,0.0001071542,0.0006372567,0.0001179103,0.0001528101,0.00001149226,0.0003413027,0.0001990633],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003512321,"about_ca_system_score_gemma":0.00005756693,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001228514,"about_ca_topic_score_gemma":0.00003645085,"domain_scores_codex":[0.9984522,0.00005697902,0.0004167141,0.000353876,0.0003528855,0.0003673106],"domain_scores_gemma":[0.9991668,0.00007895673,0.00009234127,0.0003930564,0.00008579066,0.0001829873],"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":[0.0001531994,0.0007328584,0.02308881,0.00006792884,0.0000156047,0.00009540278,0.001335427,0.00001658242,0.002022038,0.0009469278,0.003339603,0.9681856],"study_design_scores_gemma":[0.01243317,0.000944443,0.6138957,0.004080791,0.0004182847,0.0008732646,0.00267475,0.006781338,0.001663083,0.002975872,0.3518406,0.001418749],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4683463,0.00743929,0.07368183,0.03445324,0.00226944,0.004908028,0.00005223333,0.001047568,0.4078021],"genre_scores_gemma":[0.9931328,0.0001806122,0.004288213,0.000511629,0.0003538633,0.00007547129,0.00004395296,0.00004313717,0.001370263],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9667669,"threshold_uncertainty_score":0.7009227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02366673843903358,"score_gpt":0.2875209126804905,"score_spread":0.2638541742414569,"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."}}