{"id":"W2168553619","doi":"10.1161/circulationaha.107.764084","title":"Regulatory Challenges for the Resuscitation Outcomes Consortium","year":2008,"lang":"en","type":"article","venue":"Circulation","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"Institute of Circulatory and Respiratory Health; Heart and Stroke Foundation of Canada; National Heart, Lung, and Blood Institute; Canadian Institutes of Health Research; National Institute of Neurological Disorders and Stroke; American Heart Association","keywords":"Medicine; Resuscitation; Cardiopulmonary resuscitation; Intensive care medicine; Medical emergency; Emergency medicine","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1587369,0.001174878,0.002598629,0.002436335,0.01232602,0.03566752,0.009606856,0.09168483,0.0161803],"category_scores_gemma":[0.2476856,0.001537049,0.003733433,0.002162091,0.01391083,0.01613288,0.01251279,0.06181288,0.002902846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01377462,"about_ca_system_score_gemma":0.1822907,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0353338,"about_ca_topic_score_gemma":0.04301743,"domain_scores_codex":[0.8920532,0.04053689,0.006915679,0.008843458,0.03733018,0.01432054],"domain_scores_gemma":[0.6550058,0.1961652,0.01484557,0.01182435,0.06848393,0.05367526],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001800287,0.0005922154,0.002394669,0.0001406102,0.00007493371,0.0004419584,0.0008819238,0.0008552192,0.0005059357,0.3563057,0.6179118,0.01971503],"study_design_scores_gemma":[0.0008831215,0.0005994878,0.006991275,0.0013615,0.0001503859,0.0003254597,0.002928414,0.003624638,0.0009549869,0.1550603,0.8266895,0.0004309392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00266248,0.000854819,0.001709732,0.9672902,0.005922324,0.0001581219,0.0001614314,0.0001213733,0.02111953],"genre_scores_gemma":[0.03652329,0.001215252,0.007103398,0.9224452,0.009530104,0.0008711449,0.0003471643,0.0002119164,0.0217526],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.8412631,"threshold_uncertainty_score":0.839491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05482956255880344,"score_gpt":0.2985998398482694,"score_spread":0.243770277289466,"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."}}