{"id":"W2331376230","doi":"10.1097/shk.0b013e3181eecb7c","title":"WHAT'S NEW IN SHOCK, OCTOBER 2010?","year":2010,"lang":"en","type":"article","venue":"Shock","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000195332,0.0001099455,0.0001462586,0.0001165718,0.00005644505,0.00003491438,0.0001645609,0.0002892525,0.003320317],"category_scores_gemma":[0.00007943584,0.00009865165,0.00005280652,0.000105727,0.00005410087,0.0004020744,0.00004978915,0.000459079,0.004119223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001530701,"about_ca_system_score_gemma":0.00009925914,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002704132,"about_ca_topic_score_gemma":0.0006444023,"domain_scores_codex":[0.9992613,0.00006985106,0.0002142072,0.0001666498,0.00002170734,0.0002663114],"domain_scores_gemma":[0.9995555,0.00006550596,0.00004668131,0.0002911322,0.00002434898,0.00001689114],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001455155,0.00003045006,0.0009306322,0.000003609317,0.00002195874,0.000004782625,0.0005822165,0.00000165606,0.9128804,0.001090772,0.02759242,0.05671557],"study_design_scores_gemma":[0.001210925,0.00006300423,0.02832265,0.00002931406,0.00001004013,0.00005454306,0.0002733124,0.000007051739,0.3440216,0.0009216105,0.6248847,0.0002013191],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9870976,0.002096204,0.00005270791,0.001955857,0.005225367,0.0001549629,8.371315e-7,0.0000541872,0.003362253],"genre_scores_gemma":[0.9188972,0.0002642246,0.000137049,0.0003737094,0.0001516769,0.000007158305,0.00006928701,0.00001764704,0.08008213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5972922,"threshold_uncertainty_score":0.9975908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00943794962697191,"score_gpt":0.2394380942981235,"score_spread":0.2300001446711516,"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."}}