{"id":"W4407089899","doi":"10.2139/ssrn.5116784","title":"Alternative Areas of Chest Compression During Cardiopulmonary Resuscitation: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"SSRN Electronic Journal","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Cardiopulmonary resuscitation; Medicine; Compression (physics); Intensive care medicine; Cardiology; Resuscitation; Internal medicine; Anesthesia; Materials science","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":[0.00367624,0.001437356,0.008439029,0.004637703,0.0005607535,0.003032636,0.001823865,0.002668628,0.007948087],"category_scores_gemma":[0.01750261,0.0010733,0.008081351,0.004453222,0.0009099112,0.002423798,0.001388765,0.002480195,0.0004211993],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002346816,"about_ca_system_score_gemma":0.005712506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007235182,"about_ca_topic_score_gemma":0.03054615,"domain_scores_codex":[0.9964347,0.001140569,0.001259047,0.000405834,0.0006071774,0.0001526498],"domain_scores_gemma":[0.9906754,0.006701311,0.001873974,0.00009190682,0.0005041391,0.0001531166],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0008735784,0.00004723743,0.0004494955,0.9471272,0.01678004,0.000083558,0.0001498176,0.00009108284,0.0001670405,0.0001281338,0.000954185,0.03314866],"study_design_scores_gemma":[0.003613302,0.0008653333,0.005186996,0.7296386,0.2426532,0.0005358061,0.0005792754,0.0001704422,0.0002199702,0.0003200929,0.01612296,0.00009392719],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001001512,0.99834,0.00007101583,0.00007118298,0.0000894406,0.0001690242,0.0001043407,0.000004897892,0.0001485843],"genre_scores_gemma":[0.01425664,0.9842495,0.0005433525,0.0004732297,0.00009236172,0.0002012635,0.00007987115,0.000004842654,0.00009887859],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.008439029,"threshold_uncertainty_score":0.02658904,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0149831798039177,"score_gpt":0.317666176127699,"score_spread":0.3026829963237813,"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."}}