{"id":"W4237551866","doi":"10.1002/bjs.2019.106.issue-3","title":"Systematic review to assess the possibility of return of cerebral and cardiac activity after normothermic regional perfusion for donors after circulatory death","year":2019,"lang":"en","type":"paratext","venue":"British journal of surgery","topic":"Transplantation: Methods and Outcomes","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"LMC Diabetes & Endocrinology (Canada)","funders":"","keywords":"Medicine; Asystole; Extracorporeal cardiopulmonary resuscitation; Cardiopulmonary resuscitation; Resuscitation; Circulatory system; Extracorporeal; Anesthesia; Cardiology; Internal medicine; Intensive care 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":[0.003706083,0.0002430684,0.002715439,0.000165519,0.00003740812,0.00002629837,0.0001172265,0.0002125922,0.0001434204],"category_scores_gemma":[0.000409645,0.0001752533,0.001188325,0.0001223916,0.00008365003,0.0001326243,0.00002467564,0.0004085895,0.000003402179],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008470824,"about_ca_system_score_gemma":0.0005266262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001006689,"about_ca_topic_score_gemma":0.0000100921,"domain_scores_codex":[0.9968839,0.0006881623,0.0014031,0.000248787,0.0005730976,0.0002029609],"domain_scores_gemma":[0.9957104,0.001841669,0.001333557,0.0003430116,0.0006310954,0.0001402882],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"observational","study_design_scores_codex":[0.001973166,0.00017357,0.1849989,0.7967836,0.00108659,0.0001268841,0.0002720688,0.000001409579,0.000781474,0.000001639394,0.01033169,0.003469015],"study_design_scores_gemma":[0.0003871809,0.00008475541,0.6892893,0.3063633,0.001865209,0.001432157,0.00003965304,0.000001741203,0.0001347587,0.000008542557,0.0002069562,0.0001864333],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8511933,0.1451787,0.000414634,0.0002031236,0.001052278,0.001483181,0.0004201024,0.000002298374,0.00005234312],"genre_scores_gemma":[0.9203978,0.07495695,0.001142187,0.0007779058,0.0005011455,0.000107871,0.00003909069,0.00007820924,0.0019989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5042904,"threshold_uncertainty_score":0.7146622,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05466865551653068,"score_gpt":0.3251207584054183,"score_spread":0.2704521028888876,"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."}}