{"id":"W4392114117","doi":"10.46234/ccdcw2024.029","title":"Experts’ Consensus on the Management of Respiratory Disease Syndemic","year":2024,"lang":"en","type":"article","venue":"China CDC Weekly","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ministry of Education and Child Care","funders":"Chinese Academy of Medical Sciences; National Natural Science Foundation of China","keywords":"Syndemic; Disease management; Medicine; Intensive care medicine; Disease; Internal medicine; Public health; Pathology","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":[0.02466104,0.001537581,0.002955096,0.003508081,0.003014185,0.005959371,0.007682535,0.01860756,0.02124508],"category_scores_gemma":[0.09300083,0.0008352228,0.004285104,0.002191527,0.002701174,0.006517023,0.006253385,0.02009694,0.0136655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005956087,"about_ca_system_score_gemma":0.02242678,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005944399,"about_ca_topic_score_gemma":0.008810068,"domain_scores_codex":[0.9765005,0.007576673,0.005607393,0.001927274,0.006773923,0.001614272],"domain_scores_gemma":[0.9175413,0.01851884,0.004595187,0.001687155,0.04782704,0.009830571],"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":[0.00005415913,0.00004663976,0.0002987968,0.004928178,0.00005986369,0.0003429471,0.0004018217,0.0002747298,0.0001626783,0.003840335,0.8308731,0.1587166],"study_design_scores_gemma":[0.00003817983,0.00004021338,0.0005106578,0.0208168,0.00008344532,0.0008304505,0.0004680863,0.0001493263,0.000116081,0.007219394,0.9696727,0.00005466933],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0004645233,0.1809901,0.00397901,0.6600763,0.1371127,0.0003535114,0.0005750803,0.0001872128,0.01626162],"genre_scores_gemma":[0.01302919,0.3794856,0.01599552,0.4320336,0.139137,0.001157226,0.001942569,0.0003108116,0.01690847],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02466104,"threshold_uncertainty_score":0.1304216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03140292158939564,"score_gpt":0.3140723246457577,"score_spread":0.2826694030563621,"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."}}