{"id":"W2172027483","doi":"10.1109/iembs.1989.96364","title":"Experimental measurement and prediction of blood flow occlusion achieved using pneumatic tourniquets","year":2003,"lang":"en","type":"article","venue":"","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Tourniquet; Occlusion; Cuff; Blood flow; Medicine; Anesthesia; Blood pressure; Biomedical engineering; Surgery; Cardiology; Internal medicine","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":[0.0009428989,0.0004698094,0.0002628596,0.0002422181,0.0002503808,0.0002471763,0.0002682592,0.0003134278,0.0009821384],"category_scores_gemma":[0.00358466,0.0002407285,0.0002072435,0.0002860108,0.000686146,0.0001789454,0.0003256997,0.0003851782,0.0001725696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001674981,"about_ca_system_score_gemma":0.0002639158,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001001985,"about_ca_topic_score_gemma":0.0005227592,"domain_scores_codex":[0.9991381,0.0003639464,0.00005442382,0.0001542806,0.00019,0.00009927647],"domain_scores_gemma":[0.9985088,0.0008808114,0.000253185,0.0001314271,0.0001233204,0.0001024428],"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":[0.0177325,0.006405776,0.07732411,0.0005517502,0.0001766642,0.0008351596,0.001727419,0.03136057,0.8091582,0.0009180923,0.001126364,0.05268342],"study_design_scores_gemma":[0.00158678,0.1253038,0.2170487,0.00009781889,0.0004535354,0.001261006,0.000496218,0.07290102,0.5774014,0.0009262173,0.002397107,0.0001263692],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866111,0.0001279983,0.01257482,0.00003489149,0.00002462191,0.00009212903,0.000138367,0.00005326703,0.0003428716],"genre_scores_gemma":[0.9948861,0.0001796417,0.004382743,0.00002051928,0.00003085183,0.0001142314,0.00015744,0.000009013312,0.0002194515],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001001985,"threshold_uncertainty_score":0.004986584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031491131609042,"score_gpt":0.2691843865488474,"score_spread":0.2376932549398054,"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."}}