{"id":"W4402547708","doi":"10.1016/j.jbiomech.2024.112324","title":"Design and validation of an In Vitro test bench for the investigation of cardiopulmonary resuscitation procedure","year":2024,"lang":"en","type":"article","venue":"Journal of Biomechanics","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"École de Technologie Supérieure; Université de Montréal; Concordia University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Cardiopulmonary resuscitation; Test (biology); Test bench; Resuscitation; Medicine; Reliability engineering; Engineering; Emergency medicine; Mechanical engineering; Biology","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":[0.003710315,0.001103996,0.000592208,0.0009835107,0.0007239546,0.001027564,0.0019793,0.001537308,0.002794665],"category_scores_gemma":[0.003403863,0.0005275772,0.0006502985,0.0003365258,0.000673713,0.0005381631,0.000809241,0.0005552973,0.0009426223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003348064,"about_ca_system_score_gemma":0.001894449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006338959,"about_ca_topic_score_gemma":0.001271911,"domain_scores_codex":[0.997769,0.0005898798,0.0002511881,0.0002906971,0.0009493264,0.0001499623],"domain_scores_gemma":[0.9952296,0.001027105,0.0004993284,0.0006317632,0.002233569,0.0003786294],"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":[0.0006581745,0.001155268,0.005704085,0.000620436,0.00007925989,0.0002340925,0.0002091241,0.005699425,0.9653058,0.0005636926,0.0005428579,0.01922766],"study_design_scores_gemma":[0.0002833324,0.01973417,0.02315744,0.0001726807,0.0004244716,0.0007285295,0.0004904337,0.04096949,0.8992919,0.0005314725,0.01409195,0.0001241282],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.5438852,0.001137421,0.4417604,0.0005514886,0.0009599786,0.005145381,0.001744312,0.001094941,0.003720914],"genre_scores_gemma":[0.7177191,0.001185543,0.2685019,0.0005786197,0.0001801866,0.004327415,0.001759682,0.0001271324,0.005620548],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.003710315,"threshold_uncertainty_score":0.01962227,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02241692355551475,"score_gpt":0.2828611303171664,"score_spread":0.2604442067616517,"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."}}