{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001361446,0.0008726527,0.001630808,0.0004414221,0.0004220627,0.0004924801,0.0007552498,0.0007540976,0.001707502],"category_scores_gemma":[0.001163328,0.0002643535,0.0009471912,0.000329846,0.0009877002,0.0005261663,0.0005936275,0.001009346,0.000186945],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003791421,"about_ca_system_score_gemma":0.001191503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004909987,"about_ca_topic_score_gemma":0.0006796638,"domain_scores_codex":[0.9995489,0.0001930375,0.0000334533,0.00005344242,0.00006010332,0.0001111361],"domain_scores_gemma":[0.9992695,0.0002299007,0.0001022385,0.00008521021,0.00004144082,0.0002717265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"nonrandomized_trial","study_design_scores_codex":[0.310467,0.4852741,0.02600078,0.001506509,0.0008391588,0.003824084,0.001057825,0.001778477,0.08359824,0.0002512077,0.0005160744,0.08488657],"study_design_scores_gemma":[0.01876,0.9578199,0.01926547,0.00002279684,0.0001558216,0.000414928,0.0001698569,0.0004176411,0.002558754,0.00002974923,0.0003700056,0.00001500136],"study_design_candidate":"nonrandomized_trial","study_design_consensus":"nonrandomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990917,0.0002247559,0.0001171497,0.00002485778,0.00001576339,0.0003675589,0.00002530926,0.000004394452,0.000128501],"genre_scores_gemma":[0.9972687,0.0008378628,0.0006901664,0.0001032781,0.0001207469,0.0006835577,0.0001164329,0.000002050955,0.0001771882],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001707502,"threshold_uncertainty_score":0.007200122,"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."}}