{"id":"W2770569406","doi":"10.1097/ccm.0000000000002739","title":"Is A Hemoglobin Concentration As Low As 7 g/dL Adequate For All Critically Ill Patients With Sepsis? Legitimate Doubts Remain!*","year":2017,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Critically ill; Medicine; Sepsis; Critical illness; Intensive care medicine; Medical emergency; Emergency medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.002005267,0.0004050701,0.0008909825,0.0004524058,0.002262641,0.001541039,0.0009801236,0.01985493,0.003353691],"category_scores_gemma":[0.01963479,0.0003171107,0.0006494351,0.0005270904,0.002307239,0.00381152,0.0009069773,0.02392308,0.002849958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002624949,"about_ca_system_score_gemma":0.002334913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002953245,"about_ca_topic_score_gemma":0.004227699,"domain_scores_codex":[0.9981892,0.0008006913,0.0003317509,0.0001467796,0.0003316626,0.0001999481],"domain_scores_gemma":[0.9939227,0.00337332,0.000480276,0.0001762407,0.001148529,0.0008991033],"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":[0.0001324174,0.0000718622,0.004826342,0.0001165542,0.00002876236,0.01754968,0.0004690393,0.0001787135,0.0005232953,0.006443718,0.9342401,0.03541945],"study_design_scores_gemma":[0.0002519247,0.000281325,0.007153903,0.002449544,0.00008181631,0.06169908,0.003407744,0.001329142,0.0008871972,0.05157259,0.8707085,0.0001771598],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001199573,0.002440261,0.00009816514,0.9886802,0.005350718,0.000005193,0.00001849427,0.000009854245,0.002197411],"genre_scores_gemma":[0.0240958,0.007422829,0.0005225168,0.9132811,0.05135731,0.00002253596,0.00005802864,0.00002637714,0.003213578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01985493,"threshold_uncertainty_score":0.01904541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05731107151260909,"score_gpt":0.3751322877742709,"score_spread":0.3178212162616618,"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."}}