{"id":"W4409906810","doi":"10.1097/shk.0000000000002606","title":"SHOCK SYNOPSIS MAY 2025","year":2025,"lang":"en","type":"article","venue":"Shock","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Shock (circulatory); Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001123053,0.000905887,0.00136608,0.002208393,0.0008804859,0.003270759,0.001508272,0.002751826,0.5081928],"category_scores_gemma":[0.007582173,0.0004573909,0.001424381,0.001559251,0.0003940516,0.002191351,0.001678986,0.003758858,0.2237155],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001330003,"about_ca_system_score_gemma":0.001772337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002895569,"about_ca_topic_score_gemma":0.005121496,"domain_scores_codex":[0.9992287,0.0001589813,0.0001441056,0.0001030173,0.0002926864,0.00007247204],"domain_scores_gemma":[0.9964187,0.0008769014,0.000415559,0.0001540316,0.001538545,0.0005962471],"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":[0.00007466209,0.00000772816,0.00003396657,0.0007559794,0.000007741556,0.0000437856,0.000005697693,0.00001618961,0.00006307002,0.0006,0.9663718,0.03201938],"study_design_scores_gemma":[0.00003398988,0.00002089831,0.0002090318,0.001360342,0.000008705257,0.0000544805,0.00001506762,0.00001292522,0.00002364455,0.0002905038,0.9979653,0.000005035426],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.0005275928,0.06223135,0.001204784,0.0591929,0.5408611,0.00109857,0.01628391,0.001113737,0.317486],"genre_scores_gemma":[0.002957797,0.06028919,0.0009898082,0.07722262,0.1576536,0.001024586,0.01443887,0.000503151,0.6849204],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.5081928,"threshold_uncertainty_score":0.7015032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05645235720119252,"score_gpt":0.364060104738452,"score_spread":0.3076077475372594,"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."}}