{"id":"W3130506435","doi":"10.1097/ccm.0000000000004898","title":"Is Goal-Directed Fluid Therapy so FAB?*","year":2021,"lang":"en","type":"letter","venue":"Critical Care Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of Toronto","funders":"","keywords":"Medicine; Anesthesiology; University hospital; Family medicine; Library science; Management; Anesthesia","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":[0.001696729,0.0005022254,0.0009304703,0.0004874551,0.001734424,0.002008083,0.0010693,0.01204014,0.002613397],"category_scores_gemma":[0.01187592,0.0002735218,0.0006836799,0.0005622684,0.002340909,0.004189885,0.000620797,0.01995951,0.002210301],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00222844,"about_ca_system_score_gemma":0.001806407,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001880613,"about_ca_topic_score_gemma":0.002706511,"domain_scores_codex":[0.9985623,0.0005021184,0.0001936928,0.0001725137,0.0004020592,0.0001673703],"domain_scores_gemma":[0.9961166,0.002224437,0.0003249453,0.0001449803,0.0006751996,0.0005138156],"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":[0.0001996077,0.0001341518,0.003475488,0.0003460324,0.00005438112,0.04403701,0.0003977332,0.0004820925,0.0006390669,0.02229865,0.8361346,0.0918012],"study_design_scores_gemma":[0.0002719829,0.000237395,0.002729715,0.003110838,0.00007965891,0.1011679,0.001517295,0.002049011,0.0006577629,0.1108238,0.7772359,0.0001187865],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00114937,0.007446832,0.0004204359,0.9766252,0.009876435,0.000009971317,0.00002374077,0.00002030404,0.004427785],"genre_scores_gemma":[0.03239165,0.02125853,0.001142969,0.8623078,0.07895759,0.00003980467,0.00006017512,0.00003886124,0.003802581],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01204014,"threshold_uncertainty_score":0.01616853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0347956476006806,"score_gpt":0.3449552292843702,"score_spread":0.3101595816836896,"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."}}