{"id":"W4395696806","doi":"10.1016/j.chstcc.2024.100074","title":"Neuroprognostication After Cardiac Arrest","year":2024,"lang":"en","type":"article","venue":"CHEST Critical Care","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hotchkiss Brain Institute; Women and Children’s Health Research Institute; University of Alberta; University of Calgary","funders":"","keywords":"Cardiology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005667136,0.00010744,0.0001494897,0.0000603688,0.00004138082,0.00008101077,0.00002904017,0.00008720006,0.00007312784],"category_scores_gemma":[0.0004940093,0.00008966601,0.0001793769,0.0001810954,0.0001333969,0.00008581676,0.00002372323,0.0001981738,0.0004789599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000586087,"about_ca_system_score_gemma":0.00007846871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003670832,"about_ca_topic_score_gemma":7.537652e-7,"domain_scores_codex":[0.9991503,0.00002934275,0.0001275841,0.0002741884,0.0002259065,0.000192646],"domain_scores_gemma":[0.9992348,0.0002214435,0.000003851733,0.0001960949,0.0001721035,0.0001717063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001119754,0.0004800609,0.3104255,0.04358162,0.0005126208,0.008902405,0.01863184,0.000007100389,0.0405048,0.1632259,0.03254455,0.3800639],"study_design_scores_gemma":[0.0002958614,0.0001517179,0.7068239,0.0008649233,0.0009128092,0.00001615099,0.002646978,0.0001758977,0.00302225,0.000569253,0.2841434,0.0003767647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8154958,0.04494966,0.00162631,0.02793839,0.03525013,0.001189752,0.0002571085,0.00129775,0.07199513],"genre_scores_gemma":[0.9972803,0.00004931369,0.0002599187,0.0002637,0.001850816,0.0000734892,0.0001136317,0.00003003783,0.00007876734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3963984,"threshold_uncertainty_score":0.615622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01331318544036309,"score_gpt":0.307692840150342,"score_spread":0.294379654709979,"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."}}