{"id":"W4283031688","doi":"10.1513/annalsats.202203-222oc","title":"First-Line Vasopressor Use in Septic Shock and Route of Administration: An Epidemiologic Study","year":2022,"lang":"en","type":"article","venue":"Annals of the American Thoracic Society","topic":"Sepsis Diagnosis and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; Health Sciences Centre; Occupational Cancer Research Centre; Sunnybrook Health Science Centre; Cancer Care Ontario; University of Toronto; St. Michael's Hospital","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Septic shock; Intensive care medicine; Shock (circulatory); Vasoconstrictor Agents; Administration (probate law); First line; Anesthesia; Sepsis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0006598743,0.0002088427,0.0002835374,0.001023647,0.0005394442,0.0007927064,0.0005192569,0.0004517051,0.001105566],"category_scores_gemma":[0.002444645,0.0003115539,0.0005012798,0.002638729,0.0003972212,0.0004691638,0.0004146392,0.0006255658,0.00009016855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001157597,"about_ca_system_score_gemma":0.00161598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1742009,"about_ca_topic_score_gemma":0.2025401,"domain_scores_codex":[0.9992874,0.0001580436,0.00008462839,0.0001270873,0.0002181489,0.0001247921],"domain_scores_gemma":[0.9972609,0.000336344,0.001419168,0.0001257418,0.000436024,0.0004217011],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001521487,0.000009052149,0.9997059,0.000005166059,0.00002140123,0.00001222996,0.00002601499,0.000008925825,0.00002574734,0.000004518408,0.0000221118,0.0001437288],"study_design_scores_gemma":[0.000001799723,0.00002115222,0.9995756,0.000009181322,0.00001378566,0.00005668937,0.0001662633,0.0000867538,0.000009776254,0.000005340342,0.0000515526,0.000002072711],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985341,0.0005207777,0.00008775575,0.0000776243,0.000005108684,0.000009834801,0.0004941517,0.000002205172,0.0002683887],"genre_scores_gemma":[0.9994289,0.0002013257,0.00007102173,0.00002345774,0.000006027487,0.000004960426,0.0002124351,9.089051e-7,0.00005086724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1742009,"threshold_uncertainty_score":0.3463739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3834720813288251,"score_gpt":0.486115600115324,"score_spread":0.1026435187864989,"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."}}