{"id":"W2979428288","doi":"10.1097/shk.0000000000000781","title":"What's New in Shock, February 2017?","year":2017,"lang":"en","type":"article","venue":"Shock","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Institute of General Medical Sciences","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":[0.001304907,0.001170269,0.001337458,0.002466513,0.001359639,0.006862066,0.001365787,0.003208588,0.0874069],"category_scores_gemma":[0.007079358,0.0004431884,0.001155493,0.001464321,0.0009845452,0.003606921,0.001889342,0.005204438,0.03516297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001775034,"about_ca_system_score_gemma":0.002212491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001133227,"about_ca_topic_score_gemma":0.00239142,"domain_scores_codex":[0.9990067,0.0001385616,0.0001160826,0.0001238361,0.000476007,0.0001388533],"domain_scores_gemma":[0.9959668,0.0006252463,0.0002994494,0.0001374808,0.001719619,0.00125143],"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":[0.00006250403,0.00003082769,0.0002229234,0.0004324199,0.00001068395,0.00009197361,0.00002234347,0.00005046721,0.0001665741,0.0005370888,0.9322549,0.06611729],"study_design_scores_gemma":[0.00001477155,0.00003907842,0.0006396818,0.0006072081,0.00000948475,0.0001941341,0.0000639521,0.00004606161,0.00006079286,0.0006555762,0.997656,0.00001320368],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"commentary","genre_scores_codex":[0.0004859719,0.08407588,0.0005672534,0.07262067,0.815845,0.00005654911,0.0005697767,0.0005018254,0.02527715],"genre_scores_gemma":[0.003005652,0.09205905,0.0006128304,0.06903774,0.7365161,0.0001013195,0.001005093,0.000260689,0.09740161],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.0874069,"threshold_uncertainty_score":0.2924052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04978547981571856,"score_gpt":0.3289416539504322,"score_spread":0.2791561741347137,"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."}}