{"id":"W4252847166","doi":"10.1177/229255031502300405","title":"Goal-directed fluid therapy for microvascular free flap reconstruction following mastectomy: a pilot study","year":2015,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"University of Manitoba","keywords":"Medicine; Anesthesia; Stroke volume; Central venous pressure; Cardiac index; Stroke (engine); Intravascular volume status; Surgery; Cardiac output; Mastectomy; Blood pressure; Hemodynamics; Heart rate; Breast cancer; Cancer; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001003337,0.0002508092,0.0006278604,0.0002579874,0.00009919313,0.00003567008,0.00009491663,0.00007208233,0.00002036907],"category_scores_gemma":[0.003643441,0.0002150018,0.0002562725,0.0002972624,0.00003110481,0.00008831138,0.00002030426,0.0001518272,0.00002252349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001542467,"about_ca_system_score_gemma":0.0002975262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001288682,"about_ca_topic_score_gemma":0.00001255372,"domain_scores_codex":[0.9982855,0.0001259751,0.0004198369,0.0004127722,0.0003636404,0.0003922612],"domain_scores_gemma":[0.9957396,0.0032233,0.00009183145,0.0005099555,0.0001908676,0.0002443992],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01140427,0.004342987,0.7035753,0.0001853082,0.004348228,0.0003618357,0.001611346,0.00007147431,0.09629483,0.000009396378,0.01008863,0.1677064],"study_design_scores_gemma":[0.1604918,0.03600112,0.6137766,0.004126552,0.00336363,0.001986443,0.009421799,0.03222612,0.07997459,0.001374935,0.05166316,0.005593206],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860218,0.00060528,0.0017176,0.00006764065,0.01033067,0.0007408297,0.000006789245,0.0004176335,0.00009182792],"genre_scores_gemma":[0.9975277,0.00003661344,0.001116166,0.00002626944,0.0008480641,0.0002066903,0.00002795549,0.00006753266,0.0001429816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1621131,"threshold_uncertainty_score":0.8767518,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05543314979825798,"score_gpt":0.2769533522351486,"score_spread":0.2215202024368906,"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."}}