{"id":"W4220944758","doi":"10.1111/anae.15715","title":"A randomised controlled feasibility trial of a clinical protocol to manage hypotension during major non‐cardiac surgery","year":2022,"lang":"en","type":"article","venue":"Anaesthesia","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre; University Health Network; University of Toronto; Toronto General Hospital; St. Michael's Hospital","funders":"","keywords":"Medicine; Blood pressure; Randomized controlled trial; Anesthesia; Informed consent; Clinical trial; Protocol (science); Heart rate; Hemodynamics; Acute kidney injury; Emergency medicine; Surgery; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004686018,0.000181339,0.00174459,0.0001793572,0.0001430202,0.000009294306,0.0001166314,0.00008346201,0.00007372494],"category_scores_gemma":[0.0007542671,0.000147033,0.001007115,0.0002809063,0.00004254451,0.00002971494,0.00006286103,0.0003005574,0.00001018011],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008643119,"about_ca_system_score_gemma":0.0001903558,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007693118,"about_ca_topic_score_gemma":8.952563e-7,"domain_scores_codex":[0.9967756,0.0008388394,0.001149316,0.000418892,0.0005317359,0.0002856467],"domain_scores_gemma":[0.9982287,0.0004919549,0.0003016097,0.0006626074,0.00008978331,0.0002253078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9482626,0.001119958,0.02986308,0.0001107161,0.0002446707,0.0002014948,0.0001119677,0.00001115085,0.001504453,0.000006280327,0.0004321483,0.01813152],"study_design_scores_gemma":[0.8760696,0.002938529,0.1142689,0.0001063066,0.0002196051,0.00001496313,0.00008959724,0.000409297,0.0008185262,0.00005336947,0.004757187,0.0002541106],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8818235,0.000008189637,0.00002301319,0.0005604731,0.000315641,0.1168645,0.000003842151,0.00005774078,0.0003430537],"genre_scores_gemma":[0.9168996,0.000006700356,0.0002389363,0.0001768821,0.0003707225,0.08174649,0.000005319048,0.00003198573,0.0005233194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08440582,"threshold_uncertainty_score":0.5995831,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04446566640236239,"score_gpt":0.3619111869365677,"score_spread":0.3174455205342053,"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."}}