{"id":"W4212801805","doi":"10.1186/s12931-021-01915-5","title":"Abstracts from the 6th Respiratory Effectiveness Group Summit, 18–20 March, 2021","year":2022,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Respiratory Support and Mechanisms","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Health Canada; University of Toronto","funders":"Aimmune Therapeutics; Efficacy and Mechanism Evaluation Programme; Sanofi Genzyme; Japanese Association of Cardiac Rehabilitation; Regeneron Pharmaceuticals; Mylan; National Institutes of Health; British Lung Foundation; Genentech; National Institute of Allergy and Infectious Diseases; Grifols; BioCryst; AstraZeneca; AKL Research and Development; CSL Behring; Respiratory Effectiveness Group; Covis Pharma; Sociedad Española de Neumología y Cirugía Torácica; University of Kentucky; Sanofi; GlaxoSmithKline; Teva Pharmaceutical Industries; Food Allergy Research and Education; Pfizer","keywords":"Summit; Medicine; Respiratory system; Internal medicine; Geography; Cartography","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":[0.01485752,0.001652851,0.001027056,0.001732089,0.001071734,0.002853719,0.001745097,0.002808811,0.1901122],"category_scores_gemma":[0.008920164,0.000393293,0.0009313595,0.0008615498,0.0005990926,0.001091707,0.002388956,0.001974037,0.05930597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002397849,"about_ca_system_score_gemma":0.003206986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003662776,"about_ca_topic_score_gemma":0.008119711,"domain_scores_codex":[0.9961672,0.001252344,0.0003370935,0.0002649035,0.001412038,0.0005662172],"domain_scores_gemma":[0.9928179,0.001797262,0.0007014618,0.0003520522,0.002546061,0.001785346],"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":[0.001603554,0.0002493264,0.001173093,0.001294651,0.00005310374,0.00006463277,0.00003962835,0.0001156939,0.0003308726,0.0003528478,0.9478819,0.04684069],"study_design_scores_gemma":[0.001390708,0.001027037,0.03217427,0.003539927,0.0001024735,0.00006991503,0.0001135131,0.000271583,0.0009787348,0.0006765411,0.9596173,0.00003801139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02297206,0.1156459,0.002411162,0.2195238,0.1173841,0.009575303,0.1236976,0.0005500658,0.38824],"genre_scores_gemma":[0.051164,0.03193599,0.002359231,0.02556958,0.04568568,0.006962907,0.05493269,0.0003838133,0.7810062],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1901122,"threshold_uncertainty_score":0.6359886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1410500381069568,"score_gpt":0.3910057251456481,"score_spread":0.2499556870386913,"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."}}