{"id":"W4360862853","doi":"10.1186/s13741-023-00296-1","title":"The incidence of postoperative vasopressor usage: protocol for a prospective international observational cohort study (SQUEEZE)","year":2023,"lang":"en","type":"article","venue":"Perioperative Medicine","topic":"Hemodynamic Monitoring and Therapy","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"European Society of Anaesthesiology; Universitetet i Bergen","keywords":"Medicine; Prospective cohort study; Cohort; Cardiac surgery; Cohort study; Incidence (geometry); Emergency medicine; Vascular surgery; Observational study; Intensive care unit; Intensive care medicine; Surgery; Anesthesia; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06569606,0.003008658,0.003230155,0.002735599,0.002456066,0.002305852,0.002546119,0.003883914,0.0194462],"category_scores_gemma":[0.06786127,0.002212809,0.003177725,0.004354391,0.002018725,0.002543255,0.002519175,0.003514217,0.005543646],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002838837,"about_ca_system_score_gemma":0.01021085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001769401,"about_ca_topic_score_gemma":0.002147109,"domain_scores_codex":[0.9517369,0.03321113,0.007227165,0.002866877,0.003478771,0.001479186],"domain_scores_gemma":[0.9609757,0.009272696,0.007619718,0.009665168,0.0102851,0.00218156],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.5233087,0.02223492,0.07778928,0.03203933,0.005452847,0.001633623,0.004356511,0.01243029,0.01062312,0.0209766,0.185974,0.1031809],"study_design_scores_gemma":[0.3582078,0.07164203,0.2036791,0.01198872,0.002211674,0.0009132848,0.002467092,0.01668702,0.006128759,0.009931962,0.3153031,0.0008392896],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.003318921,0.000103458,0.004571883,0.0002404503,0.0002709823,0.9839109,0.006603028,0.00009554441,0.0008848123],"genre_scores_gemma":[0.002405851,0.00003714463,0.004353455,0.0001415996,0.00002553395,0.9919605,0.0009022005,0.000007567663,0.0001662409],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.06569606,"threshold_uncertainty_score":0.3474382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06890454841034735,"score_gpt":0.424922228108411,"score_spread":0.3560176796980636,"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."}}