{"id":"W4417457770","doi":"10.1097/shk.0000000000002749","title":"Shock Synopsis December 2025","year":2025,"lang":"en","type":"article","venue":"Shock","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Hamilton Health Sciences; Thrombosis and Atherosclerosis Research Institute","funders":"","keywords":"","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000469203,0.00009668365,0.0001675811,0.00006485092,0.00005501912,0.00001496406,0.00006832472,0.00004739779,0.001356106],"category_scores_gemma":[0.00002823033,0.00008008516,0.00009942023,0.0002040646,0.00002034344,0.00003647548,0.00007719849,0.0001357493,0.0002153072],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007668479,"about_ca_system_score_gemma":0.00008085589,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001788652,"about_ca_topic_score_gemma":0.00006427617,"domain_scores_codex":[0.9993725,0.00001352193,0.0001400728,0.0001715712,0.0001239211,0.000178442],"domain_scores_gemma":[0.9995331,0.00004198775,0.00001505698,0.0002986767,0.00003395048,0.00007718249],"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":[0.0002106321,0.0001514698,0.03483108,0.0001102813,0.0001666305,0.0001508922,0.00006097286,0.000003635472,0.001769447,0.002378389,0.9350721,0.0250945],"study_design_scores_gemma":[0.001620468,0.0001634286,0.02489097,0.0002126205,0.0003070864,0.00005260724,0.0001785436,0.0003474233,0.005235846,0.0007886186,0.9660221,0.0001802815],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5387771,0.002047717,0.0006098961,0.02266595,0.0006914549,0.0003337702,0.00001139898,0.0001277816,0.4347349],"genre_scores_gemma":[0.92046,0.00006330814,0.0007069443,0.01690577,0.0001455711,0.00001161119,0.0000277034,0.00001133314,0.06166778],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3816828,"threshold_uncertainty_score":0.9995568,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01323256194073664,"score_gpt":0.2994229442679432,"score_spread":0.2861903823272066,"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."}}