{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003416342,0.001873625,0.001917996,0.002802168,0.007994307,0.009168276,0.00353269,0.05340362,0.05689692],"category_scores_gemma":[0.02649379,0.001158818,0.002078478,0.001787189,0.002807187,0.002557747,0.003522588,0.03252147,0.020632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00718502,"about_ca_system_score_gemma":0.006943447,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01969752,"about_ca_topic_score_gemma":0.05728748,"domain_scores_codex":[0.9965121,0.0006272345,0.000328514,0.0004195092,0.001261263,0.0008514746],"domain_scores_gemma":[0.9913879,0.004574361,0.0006092297,0.0002696815,0.001679486,0.001479349],"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":[0.00003543929,0.00001195855,0.0000462174,0.0000892751,0.000007823853,0.0003533887,0.00004167907,0.00002455302,0.0000279392,0.00207579,0.9945293,0.002756562],"study_design_scores_gemma":[0.00004117437,0.00002003636,0.000458401,0.0006321773,0.00002242633,0.0001637464,0.000121494,0.00004014519,0.0000410187,0.001336252,0.9971032,0.00001990337],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004655924,0.01609403,0.0001988761,0.4493372,0.4282733,0.0001626117,0.0004519632,0.0001058817,0.1049105],"genre_scores_gemma":[0.00396769,0.007776914,0.0001397308,0.5978463,0.1914823,0.0002107077,0.0002278868,0.00007279545,0.1982757],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05689692,"threshold_uncertainty_score":0.1903391,"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."}}