{"id":"W2331319537","doi":"10.1097/shk.0000000000000077","title":"Precordial Vibrations Provide Noninvasive Detection of Early-Stage Hemorrhage","year":2013,"lang":"en","type":"article","venue":"Shock","topic":"Non-Invasive Vital Sign Monitoring","field":"Engineering","cited_by":55,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University; University of British Columbia","funders":"Simon Fraser University","keywords":"Medicine; Cardiology; Stroke volume; Internal medicine; Pulse pressure; Hemodynamics; Blood pressure; Heart rate; Precordial examination; Stroke (engine); Pulse (music); Electrocardiography","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001423294,0.0004234028,0.0002089767,0.0003072476,0.00005491917,0.0001962876,0.0001271996,0.0002993071,0.001238242],"category_scores_gemma":[0.0005886946,0.0001154294,0.00009029072,0.0001343137,0.0001174624,0.0001410682,0.0001440198,0.000199163,0.0001996164],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004448168,"about_ca_system_score_gemma":0.00006316995,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002628483,"about_ca_topic_score_gemma":0.0008274792,"domain_scores_codex":[0.9999175,0.00002472697,0.000005102917,0.00001706876,0.00002457405,0.00001106514],"domain_scores_gemma":[0.9998493,0.0000662196,0.00002477901,0.00001071593,0.00002493929,0.00002398658],"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":[0.002131727,0.0002018185,0.0921648,0.000178614,0.00005669094,0.0002915434,0.0001152307,0.0004419436,0.8018743,0.00009150871,0.0003889662,0.1020628],"study_design_scores_gemma":[0.0001072859,0.002474296,0.8905569,0.00002201976,0.000130802,0.001136974,0.000150735,0.006727894,0.09739877,0.0002426209,0.001023738,0.00002799942],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.979194,0.0007021577,0.01789977,0.00008109136,0.00004656472,0.00006389705,0.0002646005,0.0001344496,0.001613506],"genre_scores_gemma":[0.9940358,0.0002917003,0.004733996,0.00003273864,0.00004116254,0.00002469788,0.00009350888,0.000007842496,0.0007384521],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001238242,"threshold_uncertainty_score":0.004142404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009015546877231252,"score_gpt":0.2030088922840658,"score_spread":0.1939933454068345,"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."}}