{"id":"W3016995167","doi":"10.2196/15997","title":"Fluid Administration in Emergency Room Limited by Lung Ultrasound in Patients with Sepsis: Protocol for a Prospective Phase II Multicenter Randomized Controlled Trial","year":2020,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Sepsis; Resuscitation; Randomized controlled trial; Fraction of inspired oxygen; Anesthesia; Intensive care medicine; Surgery; Mechanical ventilation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.02176057,0.006423107,0.01165898,0.001665721,0.002438269,0.003660902,0.00322261,0.005674787,0.02934456],"category_scores_gemma":[0.02066362,0.002155026,0.004478643,0.002661027,0.003405531,0.002742685,0.001856313,0.006186637,0.004673748],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003319383,"about_ca_system_score_gemma":0.01012906,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001520088,"about_ca_topic_score_gemma":0.003263102,"domain_scores_codex":[0.9864671,0.009133448,0.00109773,0.0009888975,0.001140015,0.001172845],"domain_scores_gemma":[0.9911282,0.002013923,0.002381472,0.001007044,0.001885792,0.001583554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9715921,0.006786131,0.0006041927,0.006852302,0.00184586,0.00008630168,0.0001078829,0.0007738435,0.0009323716,0.000914836,0.004160801,0.005343292],"study_design_scores_gemma":[0.9792184,0.01299946,0.0007018596,0.0006334783,0.0006291897,0.00002529761,0.00004530993,0.0007983504,0.0002165352,0.0004677143,0.004233241,0.00003115199],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.01091443,0.000948249,0.002313011,0.0005730222,0.0007594583,0.9813508,0.001796735,0.0001744354,0.001169903],"genre_scores_gemma":[0.008477201,0.0003819391,0.002777677,0.0004586161,0.00010486,0.9867725,0.0003963605,0.00001076907,0.0006201558],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.02934456,"threshold_uncertainty_score":0.1150823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114778451740623,"score_gpt":0.5338149998820547,"score_spread":0.4190365481414317,"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."}}