{"id":"W4406071541","doi":"10.1016/j.resplu.2025.100865","title":"Comparing sternal versus left-sided chest compressions for thoracoabdominal injuries and compression biomechanics: A clinical-grade cadaver study","year":2025,"lang":"en","type":"article","venue":"Resuscitation Plus","topic":"Trauma Management and Diagnosis","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Dalhousie University","funders":"Faculty of Medicine, Dalhousie University; Dalhousie University; Spoedeisende Geneeskunde Onderzoeksfonds; University of Saskatchewan","keywords":"Biomechanics; Cadaver; Medicine; Compression (physics); Sternum; Surgery; Orthodontics; Anatomy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005411021,0.0001863779,0.0004889573,0.000314098,0.0002913233,0.0001036964,0.0001242541,0.00009440831,0.00001156348],"category_scores_gemma":[0.0004770173,0.0001621134,0.0001055182,0.0002141496,0.00009344071,0.0001721958,0.0001658675,0.0001940338,0.000006312878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007453289,"about_ca_system_score_gemma":0.00007883029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008808681,"about_ca_topic_score_gemma":0.0001804837,"domain_scores_codex":[0.9983684,0.0001387489,0.0005655705,0.0004180903,0.0002778783,0.000231295],"domain_scores_gemma":[0.9980561,0.001219852,0.0001737938,0.0002776337,0.0001368325,0.0001357904],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03033493,0.003492196,0.8776452,0.00159853,0.001594398,0.00005425662,0.0042157,0.0001514803,0.004258503,0.007524423,0.02857925,0.04055113],"study_design_scores_gemma":[0.03446194,0.001183377,0.9165024,0.001141862,0.00102462,0.000001306058,0.006700273,0.03222761,0.0009399363,0.0008799345,0.004630053,0.0003066859],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899241,0.0002358073,0.004643172,0.001131496,0.001035414,0.001705122,0.00001307235,0.0001101981,0.00120164],"genre_scores_gemma":[0.9968013,0.00006171827,0.002136893,0.0001642945,0.0001222021,0.0000969249,0.00006833459,0.00001668286,0.0005317195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04024445,"threshold_uncertainty_score":0.6610791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1415656018557327,"score_gpt":0.4348165061358619,"score_spread":0.2932509042801292,"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."}}