{"id":"W2105269592","doi":"10.1186/cc5447","title":"Fluid status assessment in mechanically ventilated septic patients","year":2007,"lang":"en","type":"article","venue":"Critical Care","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Emergency medicine; Mechanical ventilation; Intensive care medicine; Septic shock; Sepsis; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.0004178396,0.0002873923,0.0004235546,0.0005032704,0.0002915843,0.0004620063,0.0001883339,0.0003845585,0.0004779538],"category_scores_gemma":[0.002085728,0.0001837602,0.0001832967,0.000324559,0.0002748341,0.0003345626,0.0004061396,0.0004174839,0.0001167007],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001835538,"about_ca_system_score_gemma":0.0002153542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004895472,"about_ca_topic_score_gemma":0.0006168863,"domain_scores_codex":[0.9996845,0.0001216265,0.0000506019,0.00004442638,0.00005530666,0.00004358459],"domain_scores_gemma":[0.9991923,0.0001545234,0.0003556393,0.00002549582,0.00006400277,0.0002080996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006085401,0.00008810039,0.994314,0.00002106017,0.00001951358,0.0003892129,0.0001313815,0.00007037976,0.001586923,0.00001229119,0.00006150504,0.002697217],"study_design_scores_gemma":[0.00002979914,0.001144258,0.9965594,0.00001381409,0.00001773,0.0009244558,0.0002769342,0.0004659592,0.0003742363,0.0000374784,0.0001459358,0.000009993625],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997059,0.0001409488,0.00004320129,0.00001771062,0.000003175013,0.00000349416,0.00002016517,0.00000139044,0.00006397213],"genre_scores_gemma":[0.9997501,0.00006040121,0.00008763717,0.00001975368,0.000008181362,0.000006291741,0.00004539603,3.354224e-7,0.0000218714],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0005032704,"threshold_uncertainty_score":0.002209783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01442518918837391,"score_gpt":0.3687653537957174,"score_spread":0.3543401646073435,"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."}}