{"id":"W2917171966","doi":"10.1097/shk.0000000000001081","title":"What's New in Shock, March 2018?","year":2018,"lang":"en","type":"article","venue":"Shock","topic":"Trauma and Emergency Care Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Health Sciences Centre; University of Toronto; Sunnybrook Hospital","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00140255,0.0007510239,0.0009481997,0.001772042,0.00117281,0.005563442,0.001306071,0.004351791,0.1062666],"category_scores_gemma":[0.01004232,0.0002884447,0.001024063,0.001161494,0.000948123,0.005061187,0.001427943,0.005532509,0.03942002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001600392,"about_ca_system_score_gemma":0.00216711,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001060735,"about_ca_topic_score_gemma":0.001985606,"domain_scores_codex":[0.9989504,0.0001614938,0.0001557042,0.0001519051,0.000447517,0.0001329846],"domain_scores_gemma":[0.9954898,0.000788292,0.0004028804,0.0001060587,0.00191283,0.001300173],"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":[0.00006763779,0.00002672937,0.0004034255,0.001015524,0.00001203951,0.0003223731,0.00005180087,0.00004350489,0.0001178432,0.001036263,0.8699838,0.1269191],"study_design_scores_gemma":[0.00001228768,0.0000362528,0.0006940702,0.001566159,0.00001106934,0.0009162749,0.0001901137,0.00003870786,0.0000588404,0.0009055451,0.9955562,0.00001453377],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.000625431,0.1817251,0.0007720321,0.2446575,0.5377355,0.00007255617,0.0007961935,0.0003984678,0.03321729],"genre_scores_gemma":[0.006257794,0.2826678,0.001156319,0.1654436,0.4428415,0.0001229248,0.001501305,0.0003035406,0.09970526],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.1062666,"threshold_uncertainty_score":0.3554972,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04164673487000822,"score_gpt":0.3293694623780241,"score_spread":0.2877227275080159,"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."}}