{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002621756,0.000648822,0.001348544,0.001347165,0.00243365,0.003016917,0.001168762,0.01825932,0.008282718],"category_scores_gemma":[0.03545706,0.0004836497,0.001351016,0.0006467822,0.001364839,0.002573743,0.001258596,0.02860619,0.008733834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230716,"about_ca_system_score_gemma":0.00329878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003862652,"about_ca_topic_score_gemma":0.007710814,"domain_scores_codex":[0.998092,0.0006625068,0.0003659956,0.000174201,0.0004885024,0.0002167714],"domain_scores_gemma":[0.9883574,0.006348018,0.0004617202,0.0003530089,0.002929894,0.001549947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00007171099,0.0001373036,0.006647555,0.00004541332,0.00003092563,0.002169617,0.0001561796,0.0001109399,0.0001656896,0.00305084,0.9402496,0.04716429],"study_design_scores_gemma":[0.0006822255,0.0004291088,0.01526734,0.00206268,0.00014873,0.01003314,0.001893811,0.003781141,0.0004736755,0.08292358,0.8820639,0.0002405779],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007601821,0.001107352,0.0003527697,0.9813796,0.01041983,0.00002282314,0.00009028715,0.00004523712,0.005821952],"genre_scores_gemma":[0.02022283,0.003312225,0.002840017,0.8615956,0.1003328,0.0001635044,0.0002734538,0.00008542719,0.01117411],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01825932,"threshold_uncertainty_score":0.02770847,"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."}}