{"id":"W4408592614","doi":"10.1097/shk.0000000000002581","title":"SHOCK SYNOPSIS APRIL 2025","year":2025,"lang":"en","type":"article","venue":"Shock","topic":"Physiological and biochemical adaptations","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Population Health Research Institute; McMaster University; Hamilton Health Sciences; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"Shock (circulatory); Medicine; Internal 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00060921,0.001522561,0.0007116674,0.00119075,0.0009800699,0.002176178,0.000998849,0.00352126,0.08102465],"category_scores_gemma":[0.00114831,0.0003900513,0.0007009816,0.0005873233,0.0004592678,0.0007995546,0.0009272273,0.003198048,0.03382326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006257172,"about_ca_system_score_gemma":0.0004137373,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001273532,"about_ca_topic_score_gemma":0.003575514,"domain_scores_codex":[0.9997519,0.00002443613,0.00002743291,0.00004711947,0.0001079594,0.00004113555],"domain_scores_gemma":[0.9992188,0.0001663095,0.00007728906,0.00005426645,0.0002653835,0.0002179245],"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":[0.0006944892,0.00006271085,0.0002083307,0.0007669432,0.00002391148,0.0007219635,0.00001697051,0.0001142084,0.002654702,0.001037055,0.9314257,0.06227302],"study_design_scores_gemma":[0.00001764788,0.00009307058,0.0008272332,0.00008632612,0.00001006463,0.0001013947,0.00001321217,0.0000290723,0.0003381121,0.0001946876,0.9982828,0.000006447631],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.002525941,0.05591507,0.001468665,0.0521776,0.7298272,0.0004978524,0.001092281,0.0005870047,0.1559084],"genre_scores_gemma":[0.005792778,0.02139823,0.0002457811,0.0198935,0.1713607,0.0001105961,0.0008115152,0.00007602305,0.7803109],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9189754,"threshold_uncertainty_score":0.2710544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01293221637383571,"score_gpt":0.23764050995756,"score_spread":0.2247082935837243,"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."}}