{"id":"W4297231519","doi":"10.1186/s12931-022-02191-7","title":"Comorbidities and mortality risk in adults younger than 50 years of age with chronic obstructive pulmonary disease","year":2022,"lang":"en","type":"article","venue":"Respiratory Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"COPD; Medicine; Comorbidity; Internal medicine; Young adult; Mortality rate; Quartile; Obstructive lung disease; Physical therapy; Pediatrics","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":[0.0003680405,0.0002345427,0.0001921256,0.0006643893,0.0003026348,0.0003260311,0.0001395502,0.0003530365,0.001088685],"category_scores_gemma":[0.001711601,0.0001060193,0.0002783771,0.0006872709,0.0001873276,0.000297148,0.0003953326,0.0002619295,0.0001229204],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001582306,"about_ca_system_score_gemma":0.0001971576,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002829124,"about_ca_topic_score_gemma":0.003939052,"domain_scores_codex":[0.9998254,0.00004413268,0.00002110207,0.00003992268,0.00004005635,0.00002945792],"domain_scores_gemma":[0.9992875,0.0001453672,0.0003319526,0.00002995842,0.00005235858,0.0001527896],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000610507,0.000007450865,0.9990726,0.000007303861,0.00001135495,0.00001755678,0.00001243704,0.00002798556,0.00006446929,0.000006570282,0.00003142348,0.000679902],"study_design_scores_gemma":[0.000002294635,0.00003340035,0.9996642,0.000005316894,0.000009110186,0.00008080137,0.00002450773,0.00009734459,0.00002101742,0.00001320851,0.00004795306,9.224269e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980684,0.0007329372,0.0001550066,0.00006731231,0.000008005272,0.00001188655,0.0005635347,0.000004053231,0.0003889188],"genre_scores_gemma":[0.9989465,0.0002292806,0.000129919,0.00002441267,0.00002044546,0.000009748807,0.0005704454,8.500737e-7,0.00006851438],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002829124,"threshold_uncertainty_score":0.005625308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04762936173413675,"score_gpt":0.3403114350778437,"score_spread":0.292682073343707,"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."}}