{"id":"W2998555187","doi":"10.21037/jtd.2019.12.101","title":"Early neuromuscular blockade in acute respiratory distress syndrome: to personalize or paralyze?","year":2019,"lang":"en","type":"letter","venue":"Journal of Thoracic Disease","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Foothills Medical Centre; University of Calgary; Alberta Health Services","funders":"Science and Technology Program of Zhejiang Province; National Natural Science Foundation of China","keywords":"Medicine; Acute respiratory distress; Neuromuscular Blockade; Blockade; Respiratory distress; Distress; Intensive care medicine; Internal medicine; Bioinformatics; Anesthesia; Lung; Receptor; Clinical psychology","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":[0.000238767,0.0002590552,0.0002871723,0.0002970737,0.0003823457,0.0004038593,0.0002804782,0.0008339487,0.002456016],"category_scores_gemma":[0.001605062,0.00006943339,0.0002152657,0.0002580869,0.0002999893,0.0005588678,0.0002520045,0.001342599,0.0006373871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002980153,"about_ca_system_score_gemma":0.000582431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009199353,"about_ca_topic_score_gemma":0.002104077,"domain_scores_codex":[0.9998122,0.00004697712,0.00002504615,0.00002314367,0.00003639143,0.00005635244],"domain_scores_gemma":[0.9995729,0.00009718627,0.0001366878,0.00001070876,0.00004756066,0.0001349596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000354519,0.0005146262,0.7646626,0.0004308315,0.00009770486,0.09022123,0.0005628743,0.0003800894,0.002252797,0.0006324444,0.01364028,0.1262499],"study_design_scores_gemma":[0.0001481578,0.001561609,0.5806998,0.002226078,0.0001706234,0.3787046,0.003110643,0.001640529,0.001661781,0.00206527,0.02793897,0.00007182853],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.8757548,0.05477694,0.002422552,0.03228315,0.001059564,0.00009547456,0.0002140186,0.0001228949,0.03327065],"genre_scores_gemma":[0.9822727,0.01060411,0.0006930499,0.003530354,0.0009977068,0.00001932837,0.0001462951,0.000007198611,0.001729307],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.002456016,"threshold_uncertainty_score":0.008216143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0312072692807421,"score_gpt":0.3372188838339928,"score_spread":0.3060116145532508,"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."}}