{"id":"W4205232882","doi":"10.1016/j.chest.2022.01.014","title":"Global Impact of Respiratory Disease","year":2022,"lang":"en","type":"editorial","venue":"CHEST Journal","topic":"Child and Adolescent Health","field":"Health Professions","cited_by":288,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Saskatchewan","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Intensive care medicine; Respiratory system; Respiratory disease; Internal medicine; Lung","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001723931,0.0003295012,0.0006844837,0.0001480544,0.001217293,0.00001844429,0.000599013,0.0005336888,0.004771049],"category_scores_gemma":[0.002030396,0.0002630474,0.0006130575,0.000269151,0.00007425525,0.00009706296,0.0002866336,0.005274715,0.00006311464],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003059833,"about_ca_system_score_gemma":0.02109032,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001128097,"about_ca_topic_score_gemma":0.00002474357,"domain_scores_codex":[0.9954763,0.001069776,0.001162322,0.0003071112,0.001232188,0.000752307],"domain_scores_gemma":[0.9959334,0.0006101574,0.001529726,0.0004744543,0.0004043237,0.001047926],"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":[0.0003980047,0.000144457,0.04471515,0.001018541,0.00006897711,0.00008890666,0.0002593954,0.00001199296,0.000001322378,0.00002027364,0.9527838,0.0004891569],"study_design_scores_gemma":[0.00128479,0.0002021177,0.09567885,0.0009900754,0.00008062128,0.000002165792,0.0002188125,0.000001283029,4.225991e-8,0.0003013603,0.9010404,0.0001994254],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.01143642,0.003611559,0.00001194291,0.000207469,0.9798086,0.0004055319,0.002550575,0.00004212899,0.001925732],"genre_scores_gemma":[0.006561333,0.0008322503,0.00001893244,0.0002721951,0.9913596,0.000004091396,0.0001917801,0.00005845345,0.0007013498],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.05174337,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04911706867044202,"score_gpt":0.4558449577899653,"score_spread":0.4067278891195232,"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."}}