{"id":"W3049007222","doi":"10.1016/j.chest.2020.08.015","title":"It Takes a Village…","year":2020,"lang":"en","type":"review","venue":"CHEST Journal","topic":"Anesthesia and Sedative Agents","field":"Medicine","cited_by":43,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; Université de Montréal; Hôpital du Sacré-Cœur de Montréal; Sinai Health System; University of Toronto","funders":"Government of South Australia; U.S. Navy; U.S. Department of Defense","keywords":"Context (archaeology); Pandemic; Mechanical ventilation; Dosing; Intensive care medicine; Medicine; Economic shortage; Business; Coronavirus disease 2019 (COVID-19); Supply chain; Medical emergency; Anesthesia; Disease; Pharmacology; Marketing; Infectious disease (medical specialty); Geography","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":[0.001010907,0.0006748842,0.0007613545,0.001269397,0.0007437993,0.002479936,0.0005621361,0.001758339,0.03132144],"category_scores_gemma":[0.002784098,0.0002432892,0.0007173814,0.001078355,0.000844399,0.002978327,0.001383537,0.003308293,0.01264169],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006488149,"about_ca_system_score_gemma":0.003027514,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003482504,"about_ca_topic_score_gemma":0.01214855,"domain_scores_codex":[0.9994987,0.0001266991,0.000056442,0.00005565859,0.0001851721,0.00007723326],"domain_scores_gemma":[0.9991949,0.0002072523,0.0001195968,0.00003376664,0.0002950217,0.0001494603],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005739486,0.00002642802,0.000175056,0.004842008,0.00005707,0.00009671082,0.00008817451,0.0000279946,0.0002511231,0.003375491,0.5048519,0.4861505],"study_design_scores_gemma":[0.00001737286,0.00002633614,0.0002595011,0.002783499,0.00003548931,0.0001643841,0.0001057741,0.000005839526,0.000023428,0.0005688468,0.9960032,0.000006154326],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003407235,0.9067437,0.0002772345,0.03208233,0.03873002,0.00002843188,0.0001126837,0.00007732376,0.0216076],"genre_scores_gemma":[0.004105451,0.8801486,0.0006409766,0.05815336,0.0151754,0.00004045994,0.0002224262,0.00004000314,0.04147338],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.03132144,"threshold_uncertainty_score":0.1047806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1254780063784807,"score_gpt":0.3785102996982067,"score_spread":0.253032293319726,"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."}}