{"id":"W4413411759","doi":"10.1097/shk.0000000000002692","title":"SHOCK SYNOPSIS SEPTEMBER 2025","year":2025,"lang":"en","type":"article","venue":"Shock","topic":"Atmospheric and Environmental Gas Dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"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":[],"consensus_categories":[],"category_scores_codex":[0.0008290325,0.001178424,0.0006963445,0.001438457,0.001002585,0.003184451,0.001057637,0.004042024,0.2741741],"category_scores_gemma":[0.003250821,0.0003034342,0.0007469606,0.0007296045,0.0003965516,0.001181178,0.001765822,0.003562416,0.09236057],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001074746,"about_ca_system_score_gemma":0.001056186,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003111787,"about_ca_topic_score_gemma":0.008513645,"domain_scores_codex":[0.9995018,0.00004835856,0.0000368201,0.0000613969,0.0002605612,0.00009102398],"domain_scores_gemma":[0.9983449,0.0002561719,0.0001361073,0.00009055871,0.0007592218,0.0004130349],"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":[0.00009749933,0.000008818243,0.00005079957,0.0001268494,0.000003774583,0.00008052341,0.000004638926,0.00003621539,0.0001033326,0.0003796132,0.9849259,0.01418188],"study_design_scores_gemma":[0.00001475234,0.00002233081,0.0003442865,0.0001122808,0.000003530547,0.00003123576,0.00001394814,0.00002790234,0.00006150026,0.0002331725,0.9991309,0.000004166146],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.001142849,0.02762582,0.001505686,0.05002673,0.6051831,0.0004603135,0.004469746,0.001355785,0.30823],"genre_scores_gemma":[0.004974911,0.009144019,0.0002755842,0.02436724,0.08365915,0.000125785,0.002461985,0.0001918779,0.8747995],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.2741741,"threshold_uncertainty_score":0.9172036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004606233434961477,"score_gpt":0.2154221170329622,"score_spread":0.2108158835980007,"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."}}