{"id":"W2321527120","doi":"10.1213/ane.0000000000000367","title":"Goal-Directed Therapy","year":2014,"lang":"en","type":"letter","venue":"Anesthesia & Analgesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0003070243,0.0006913067,0.001164983,0.000329405,0.0001320295,0.00006739172,0.0003602105,0.001414661,0.0003829928],"category_scores_gemma":[0.00002011411,0.0005639892,0.0004907203,0.0003416249,0.0001246195,0.00004396441,0.00001016625,0.001955333,0.0005912933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001288945,"about_ca_system_score_gemma":0.000210731,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001991708,"about_ca_topic_score_gemma":9.461073e-7,"domain_scores_codex":[0.9969769,0.0002493317,0.000495889,0.000778608,0.000744076,0.0007552251],"domain_scores_gemma":[0.9979671,0.0001694148,0.0002442998,0.001236468,0.000193728,0.0001890498],"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":[0.0001115041,0.00007100671,0.002131178,0.0001315929,0.0003378202,0.005509982,0.00007570919,5.233578e-7,0.0001918224,0.00002851969,0.9802162,0.01119412],"study_design_scores_gemma":[0.001166682,0.0004017386,0.006992708,0.0002931781,0.0001461907,0.00235554,0.000004863337,0.0001758008,0.0002825473,0.0001291558,0.9874871,0.0005645294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.04087342,0.001869419,0.00007658433,0.9500166,0.0002538273,0.0007567037,0.000002342387,0.001188715,0.004962371],"genre_scores_gemma":[0.01711172,0.00134,0.0006416046,0.9448938,0.01200577,0.00009571911,0.0006610351,0.0003187257,0.02293164],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.0237617,"threshold_uncertainty_score":0.9998817,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01930063096799804,"score_gpt":0.2654377692485875,"score_spread":0.2461371382805895,"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."}}