{"id":"W2803475632","doi":"10.1097/shk.0b013e318283f6a9","title":"What’s New in Shock? February 2013","year":2013,"lang":"en","type":"article","venue":"Shock","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pleasure; Shock (circulatory); Privilege (computing); Medicine; Public relations; Psychology; Neuroscience; Political science; Law","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":["insufficient_payload"],"category_scores_codex":[0.00004076229,0.0001304341,0.0002303145,0.00008846722,0.00001986816,0.00005210402,0.00005836214,0.00007461154,0.003789945],"category_scores_gemma":[0.00002079054,0.0000999512,0.00007733177,0.0001317622,0.00001574648,0.00023904,0.00003104526,0.0001070512,0.003110462],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000978447,"about_ca_system_score_gemma":0.00007715605,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00940133,"about_ca_topic_score_gemma":0.0007899783,"domain_scores_codex":[0.999166,0.00001505774,0.0001860009,0.0002243017,0.0001605659,0.000248062],"domain_scores_gemma":[0.9993972,0.00004992479,0.00002704333,0.0002941496,0.00003007583,0.0002016579],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00002272595,0.0004982259,0.3214092,0.00002321266,0.00008209969,0.0000916295,0.0004457962,0.000007332888,0.0002254613,0.0001729488,0.5729074,0.104114],"study_design_scores_gemma":[0.00207602,0.0002569959,0.9720447,0.0002222044,0.00004791175,0.00002485794,0.0004597704,0.0001172081,0.001315459,0.001302072,0.02198942,0.0001433402],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9568018,0.006748127,0.00000752711,0.03130813,0.0005756062,0.0006308078,7.750004e-7,0.00005636469,0.003870838],"genre_scores_gemma":[0.9855494,0.002217699,0.0007673369,0.003777307,0.0002928705,0.0000701609,0.0000242357,0.00002508618,0.007275921],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6506355,"threshold_uncertainty_score":0.9976657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06210666363779029,"score_gpt":0.3196081528833895,"score_spread":0.2575014892455992,"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."}}