{"id":"W2900863497","doi":"","title":"Measurement of Hazardous Pressure Levels and Gradients Produced on Human Limbs by Non-Pneumatic Tourniquets","year":2009,"lang":"en","type":"article","venue":"CMBES Proceedings","topic":"Trauma, Hemostasis, Coagulopathy, Resuscitation","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tourniquet; Pneumatics; Pressure sensor; Biomedical engineering; Medicine; Engineering; Surgery; Mechanical 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005382125,0.0004008821,0.000323558,0.0004329017,0.0002007898,0.0004135934,0.0003846933,0.0004671047,0.001075327],"category_scores_gemma":[0.001853068,0.0001837727,0.0002090536,0.0002680432,0.0006184882,0.0003437811,0.0003874013,0.000445809,0.0002432104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009440174,"about_ca_system_score_gemma":0.0001742861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001024086,"about_ca_topic_score_gemma":0.0001795511,"domain_scores_codex":[0.999035,0.0002297842,0.00005424514,0.0001408567,0.0004727956,0.00006742019],"domain_scores_gemma":[0.9988196,0.0005288277,0.0002815032,0.00009548177,0.0001835007,0.00009102285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006974482,0.00005261122,0.004357915,0.0002713365,0.00002259921,0.0002065151,0.000250861,0.0002494483,0.9753047,0.00009459026,0.0001375796,0.01835447],"study_design_scores_gemma":[0.0000363436,0.003767579,0.06900046,0.00004055942,0.00008683909,0.00201207,0.0002456564,0.001822226,0.9205301,0.000267498,0.002145081,0.00004560971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8825531,0.002298931,0.1119574,0.0001560458,0.000175023,0.0001736737,0.0003703499,0.0003789467,0.001936512],"genre_scores_gemma":[0.9659184,0.001223143,0.03097786,0.0001536382,0.0001128467,0.0001432908,0.0002288838,0.00004517912,0.001196706],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001075327,"threshold_uncertainty_score":0.003597319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04234095348499427,"score_gpt":0.3041358874277747,"score_spread":0.2617949339427804,"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."}}