{"id":"W4293316168","doi":"10.1056/nejmoa2208686","title":"Oxygen Targets in Comatose Survivors of Cardiac Arrest","year":2022,"lang":"en","type":"article","venue":"New England Journal of Medicine","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":247,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Novo Nordisk Fonden; Lundbeckfonden","keywords":"Oxygen; Medicine; Intensive care medicine; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001638776,0.0001014715,0.0006399841,0.0003361706,0.00003908191,0.000001821275,0.00009141005,0.00003262579,0.0001866282],"category_scores_gemma":[0.0002683501,0.00007155233,0.0001360661,0.0003464472,0.00007053561,0.00004565739,0.00003362318,0.0004201147,0.000001146676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007450107,"about_ca_system_score_gemma":0.0002221809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004016086,"about_ca_topic_score_gemma":0.00005181981,"domain_scores_codex":[0.9982333,0.0002110424,0.000600435,0.00008965436,0.0007157429,0.0001498772],"domain_scores_gemma":[0.9989854,0.0002321172,0.0003279778,0.0001341561,0.0001256936,0.000194643],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.005186464,0.0003786496,0.7881948,0.0002839129,0.0005365519,0.001093366,0.01384521,0.001159548,0.03872847,0.0003531633,0.04997539,0.1002644],"study_design_scores_gemma":[0.04894521,0.001917255,0.6731415,0.0005491277,0.000379286,0.0002274352,0.004145761,0.00008437296,0.0006833535,0.0007489191,0.2690038,0.0001740051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.98016,0.005164089,0.00005223041,0.005755153,0.006974717,0.0001657461,0.000006154847,0.000006069328,0.001715826],"genre_scores_gemma":[0.9962587,0.0004970497,0.0001393998,0.0001644282,0.002800485,0.000001706295,0.00001574733,0.00001356151,0.0001089689],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2190284,"threshold_uncertainty_score":0.291782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137452866962809,"score_gpt":0.2633841123006802,"score_spread":0.2520095836310521,"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."}}