{"id":"W6906508319","doi":"10.17605/osf.io/3wy29","title":"Epidemiology of vasopressor use in Alberta for patients with septic shock","year":2021,"lang":"en","type":"article","venue":"OSF Preprints (OSF Preprints)","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Septic shock; Epidemiology; Incidence (geometry); MEDLINE; Sepsis","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001243155,0.000474092,0.0005517614,0.003317081,0.001126726,0.001511793,0.001961879,0.0007252804,0.002129609],"category_scores_gemma":[0.004761672,0.0005757172,0.0009752385,0.00675309,0.0007640765,0.0004425164,0.001455237,0.0008185896,0.0001588781],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01057681,"about_ca_system_score_gemma":0.01640508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9023496,"about_ca_topic_score_gemma":0.8756088,"domain_scores_codex":[0.9979013,0.0004600561,0.0002451705,0.0003916972,0.0005017214,0.000499931],"domain_scores_gemma":[0.9959346,0.0006572428,0.001426449,0.0002054311,0.0009167994,0.0008594679],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000203479,0.00003715756,0.9975871,0.00002962798,0.0001156239,0.00004364798,0.0001543103,0.0002056175,0.00006216219,0.00007507522,0.0004512104,0.001035005],"study_design_scores_gemma":[0.00002839386,0.00007656083,0.99804,0.00003789516,0.00005896848,0.00008681024,0.0006899803,0.0004462388,0.00003753429,0.00004411143,0.0004392609,0.00001424826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839819,0.0005535317,0.0004499863,0.0001860493,0.00002040142,0.0001623667,0.01321791,0.00003128631,0.001396595],"genre_scores_gemma":[0.9915022,0.0004685389,0.0005482645,0.0001599438,0.00002262766,0.0001626642,0.006177934,0.0000127273,0.0009451851],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09765041,"threshold_uncertainty_score":0.1964509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971550420161761,"score_gpt":0.3223843993016456,"score_spread":0.262668895100028,"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."}}