{"id":"W4387449677","doi":"10.1016/j.jcin.2023.09.006","title":"Clinical Risk Scores to Guide Therapies for OHCA Survivors","year":2023,"lang":"en","type":"letter","venue":"JACC: Cardiovascular Interventions","topic":"Cardiac Arrest and Resuscitation","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; University of Toronto; Sunnybrook Health Science Centre; St. Michael's Hospital","funders":"","keywords":"Medicine; 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":["metaepi_narrow","metaepi_broad","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003440408,0.0004875521,0.00178544,0.0006341579,0.000265732,0.0001237919,0.0003343504,0.0009558561,0.00008767188],"category_scores_gemma":[0.002242901,0.0004234725,0.02202269,0.0005108785,0.0001466851,0.00007795395,0.0001904713,0.001515029,0.0007827393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001743447,"about_ca_system_score_gemma":0.0001925486,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007859161,"about_ca_topic_score_gemma":0.0003867142,"domain_scores_codex":[0.9953181,0.0007502909,0.001381147,0.00101118,0.0009431062,0.0005961603],"domain_scores_gemma":[0.9963071,0.0008344762,0.0002855676,0.00171571,0.0006583344,0.0001988501],"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":[0.00005736443,0.00006445759,0.006187006,0.001162793,0.01716151,0.0001920149,0.0001260135,0.00008570807,0.000001465153,0.00001358458,0.9478542,0.02709394],"study_design_scores_gemma":[0.001297576,0.0002362452,0.05134117,0.001641609,0.006505843,0.00001578139,0.000139179,0.00001673798,0.000006056116,0.000226524,0.9381515,0.0004218296],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01983257,0.04086032,0.1740314,0.6414018,0.09222482,0.01853463,0.005050716,0.002532611,0.005531107],"genre_scores_gemma":[0.01827756,0.02268657,0.03849763,0.4468402,0.2482413,0.01589897,0.02846249,0.003537256,0.177558],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1945616,"threshold_uncertainty_score":0.9999953,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07064138294051031,"score_gpt":0.3875612083930829,"score_spread":0.3169198254525726,"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."}}