{"id":"W2890291673","doi":"10.4103/ijccm.ijccm_256_18","title":"Evaluating Extravascular Lung Water in Sepsis: Three Lung-Ultrasound Techniques Compared against Transpulmonary Thermodilution","year":2018,"lang":"en","type":"article","venue":"Indian Journal of Critical Care Medicine","topic":"Ultrasound in Clinical Applications","field":"Medicine","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Manitoba","funders":"Thammasat University","keywords":"Medicine; ARDS; Sepsis; Lung; Ultrasound; Prospective cohort study; Internal medicine; Respiratory distress; Anesthesia; Cardiology; Gastroenterology; Radiology","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":[0.002953069,0.0005139244,0.0005191339,0.0005231592,0.0001880782,0.0003623812,0.0002365441,0.0006007751,0.0005216669],"category_scores_gemma":[0.003736331,0.0002977934,0.0003535726,0.0002935094,0.000579298,0.0005351512,0.0005086499,0.0005175117,0.0001484089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001870682,"about_ca_system_score_gemma":0.0002401867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009429217,"about_ca_topic_score_gemma":0.0001551656,"domain_scores_codex":[0.9983914,0.0009624432,0.0001459722,0.000189906,0.0002348023,0.00007544192],"domain_scores_gemma":[0.9964826,0.001576859,0.0009387454,0.0002034795,0.0003308955,0.000467246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.08994544,0.009662364,0.8044526,0.0004867694,0.0005152973,0.0001801879,0.0008259654,0.0009789141,0.05152978,0.0001302535,0.0001171618,0.0411752],"study_design_scores_gemma":[0.002632763,0.2102893,0.7631474,0.00005225239,0.0005935889,0.0007023945,0.0005910892,0.003785844,0.01752552,0.0001126375,0.0004960756,0.00007118757],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993951,0.0002039152,0.0002798855,0.000005302477,0.000006171811,0.00002890063,0.000008422264,0.000002652107,0.00006962969],"genre_scores_gemma":[0.9989277,0.0001191151,0.0007799981,0.00001830639,0.00001626951,0.00006240419,0.00002540357,0.000001460719,0.00004943955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002953069,"threshold_uncertainty_score":0.01561749,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05874297277049653,"score_gpt":0.4190370327210839,"score_spread":0.3602940599505874,"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."}}