{"id":"W2791363157","doi":"10.1097/shk.0000000000000754","title":"What's New in Shock, December 2016?","year":2016,"lang":"en","type":"article","venue":"Shock","topic":"Cardiac Arrest and Resuscitation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001813364,0.00108296,0.0007806174,0.001185089,0.00205674,0.007376247,0.0009955444,0.0041889,0.09874386],"category_scores_gemma":[0.01022827,0.0003363887,0.00091936,0.0009934878,0.001108294,0.003984304,0.002687102,0.006684386,0.0469709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874842,"about_ca_system_score_gemma":0.002642804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002604533,"about_ca_topic_score_gemma":0.007086983,"domain_scores_codex":[0.9985849,0.0002418393,0.000156922,0.000198778,0.0005937273,0.0002239123],"domain_scores_gemma":[0.9976485,0.0003296643,0.0001801106,0.00009282961,0.0008794444,0.0008694862],"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":[0.00008531987,0.00001953085,0.0002674781,0.0002806052,0.00001099123,0.000167778,0.00009475289,0.00002236715,0.0001128491,0.0012731,0.9487064,0.04895885],"study_design_scores_gemma":[0.00001050667,0.00002322309,0.0006327079,0.0003664865,0.000006358921,0.0001244953,0.0001767034,0.00001355053,0.00005076525,0.0007839467,0.997803,0.000008194558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"empirical","genre_scores_codex":[0.0007329272,0.1026491,0.0007358025,0.2959242,0.5443582,0.00007134445,0.001935213,0.0004855088,0.05310769],"genre_scores_gemma":[0.008733818,0.1340398,0.0008769059,0.2140061,0.2860572,0.0001434979,0.003762571,0.0004741733,0.351906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.09874386,"threshold_uncertainty_score":0.3303311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01357602188511385,"score_gpt":0.2830397240847909,"score_spread":0.2694637021996771,"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."}}