{"id":"W3121604495","doi":"10.1002/14651858.cd007260.pub2","title":"Mechanical versus manual chest compressions for cardiac arrest","year":2011,"lang":"en","type":"reference-entry","venue":"Cochrane Database of Systematic Reviews","topic":"","field":"","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"","keywords":"Medicine; Cardiopulmonary resuscitation; Cochrane Library; Relative risk; Confidence interval; MEDLINE; Meta-analysis; Randomized controlled trial; Emergency medicine; Resuscitation; 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":[0.006956104,0.001028393,0.0058137,0.0039348,0.0004446603,0.00229913,0.001304378,0.002562597,0.007435197],"category_scores_gemma":[0.02828535,0.0004943482,0.00492363,0.002774181,0.001013419,0.001319081,0.0006861021,0.001422582,0.0003382113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002158792,"about_ca_system_score_gemma":0.002295197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001873479,"about_ca_topic_score_gemma":0.00392331,"domain_scores_codex":[0.9908623,0.004788668,0.002437534,0.0005668159,0.001176043,0.0001687472],"domain_scores_gemma":[0.9815187,0.01364196,0.003986158,0.000172132,0.0004953435,0.000185653],"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":[0.0162183,0.00014503,0.0007252374,0.8793415,0.0161349,0.0001184535,0.0001596157,0.0001858972,0.0005427427,0.0007155733,0.001713282,0.08399953],"study_design_scores_gemma":[0.0657174,0.0123365,0.01760236,0.7374048,0.1353183,0.001153416,0.0005504458,0.0007489532,0.001208796,0.001910956,0.02591293,0.0001352306],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.005630788,0.9924693,0.0001003607,0.0002394846,0.0003796652,0.000465535,0.000154006,0.000007127774,0.0005538235],"genre_scores_gemma":[0.1712906,0.8194707,0.001720788,0.001771991,0.001398612,0.003359488,0.0003074139,0.00001549086,0.0006647661],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.007435197,"threshold_uncertainty_score":0.03678781,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1943708809680106,"score_gpt":0.388072204263048,"score_spread":0.1937013232950374,"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."}}