{"id":"W4404026309","doi":"10.22541/au.172605614.42962063/v2","title":"Herbal Medicine for COPD","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Herbal Medicine Research Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"COPD; Asthma; Medicine; Psychological intervention; Pulmonary disease; Intensive care medicine; Quality of life (healthcare); Nutraceutical; Alternative medicine; Medical costs; Respiratory Medicine; Physical therapy; Health care; Internal medicine; Psychiatry; Nursing; 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":[0.0004614481,0.0003523182,0.0003892824,0.001134965,0.0004705994,0.001250817,0.000255985,0.001012489,0.0353571],"category_scores_gemma":[0.001013359,0.00008964523,0.0005262006,0.000824468,0.0004929554,0.00124907,0.001007888,0.001471759,0.009550605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000430322,"about_ca_system_score_gemma":0.0007108079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005242342,"about_ca_topic_score_gemma":0.001735754,"domain_scores_codex":[0.9997706,0.00007265311,0.00002044723,0.00003500425,0.00008340228,0.00001780916],"domain_scores_gemma":[0.9997473,0.000116529,0.00002878058,0.00002642269,0.00004865246,0.00003235795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002057027,0.0002116515,0.000381939,0.008885749,0.0001003106,0.000367082,0.0003801816,0.0001133464,0.005230187,0.041681,0.1634978,0.778945],"study_design_scores_gemma":[0.00001484405,0.00006239628,0.0009192018,0.001131173,0.00002833695,0.0005022739,0.00006430233,0.00002058466,0.0004119005,0.006317871,0.99052,0.000006987921],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.00314128,0.8988267,0.00141608,0.02240177,0.007336044,0.00007671752,0.000653162,0.0001529515,0.06599525],"genre_scores_gemma":[0.02381535,0.8602855,0.0048075,0.01265864,0.005900513,0.00008714717,0.0007023423,0.00009827071,0.09164483],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0353571,"threshold_uncertainty_score":0.1182812,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09582486420606356,"score_gpt":0.4481616614616029,"score_spread":0.3523367972555393,"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."}}