{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00005857644,0.0001274948,0.0002461755,0.0001067591,0.00005804013,0.00001672946,0.00006343942,0.0000739408,0.001019651],"category_scores_gemma":[0.00006593085,0.00009931243,0.000128798,0.0002433246,0.00002486066,0.00002358331,0.00004308687,0.0000902827,0.0004699573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001211974,"about_ca_system_score_gemma":0.00009550343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008286739,"about_ca_topic_score_gemma":0.00002373089,"domain_scores_codex":[0.9992243,0.00001623456,0.0001680055,0.0002434663,0.000143534,0.0002044523],"domain_scores_gemma":[0.9993948,0.00008865093,0.00002195991,0.0003598901,0.00005009271,0.0000846476],"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":[0.00009197876,0.0007069333,0.4282971,0.0001150668,0.00057665,0.0001363172,0.00008956526,0.000005146877,0.0003605968,0.005601665,0.5049391,0.05907985],"study_design_scores_gemma":[0.002936685,0.0003239728,0.4319552,0.0004671529,0.0007160258,0.00001948589,0.0002201233,0.0001464888,0.01909351,0.001195642,0.5427028,0.0002229684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5650244,0.004631771,0.0001702345,0.02664358,0.0008503741,0.0006950077,0.00001534301,0.0002050766,0.4017642],"genre_scores_gemma":[0.9438514,0.0002370106,0.00071357,0.003986385,0.00008891592,0.00004427663,0.00002359892,0.00001213184,0.05104276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3788269,"threshold_uncertainty_score":0.9998935,"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."}}