{"id":"W2735715539","doi":"10.1016/j.eupc.2005.08.182","title":"The Resuscitation Outcomes Consortium (ROC): Purpose, Progress & Potential","year":2005,"lang":"en","type":"article","venue":"EP Europace","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Hypertonic saline; Resuscitation; Shock (circulatory); Emergency medicine; Intensive care medicine; Anesthesia; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.047289,0.001048788,0.0009439893,0.003901481,0.001021296,0.004456718,0.002703982,0.002088225,0.01208727],"category_scores_gemma":[0.08784751,0.0003702274,0.0009825194,0.005700121,0.001673226,0.002698633,0.005754217,0.002127213,0.004785867],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003636507,"about_ca_system_score_gemma":0.03731596,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01694034,"about_ca_topic_score_gemma":0.0199768,"domain_scores_codex":[0.9636995,0.02016184,0.002351746,0.001251484,0.009714695,0.002820773],"domain_scores_gemma":[0.8113655,0.03713032,0.02503789,0.01932704,0.07523022,0.031909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002126406,0.0008017489,0.1048342,0.001531124,0.000546866,0.0001985301,0.0003044051,0.001463977,0.000425485,0.01822231,0.4853363,0.3842086],"study_design_scores_gemma":[0.003154798,0.002622315,0.2353689,0.004106635,0.0006695272,0.0007018975,0.0009586283,0.002336721,0.001928672,0.005909459,0.7419736,0.0002688828],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1003663,0.02524387,0.02529597,0.2745629,0.009831088,0.01614727,0.1362674,0.003528084,0.4087571],"genre_scores_gemma":[0.4907955,0.01607693,0.1143367,0.0476382,0.01122532,0.02743473,0.2068509,0.002349084,0.08329257],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.047289,"threshold_uncertainty_score":0.2500911,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01185652888378316,"score_gpt":0.2925929163983172,"score_spread":0.2807363875145341,"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."}}