{"id":"W2970244014","doi":"10.1164/ajrccm-conference.2019.199.1_meetingabstracts.a5944","title":"Disease Burden, Health Care Utilization, and Unmet Need Among Chronic Obstructive Pulmonary Disease (COPD) Patients in United Kingdom (UK) General Practice","year":2019,"lang":"en","type":"article","venue":"","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Impact; GlaxoSmithKline (Canada)","funders":"","keywords":"COPD; Pulmonary disease; Medicine; Disease; Health care; Intensive care medicine; Family medicine; Internal medicine; Political science","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":[0.0003989318,0.0001913171,0.0006154059,0.0009094644,0.0004089323,0.001168751,0.0003802507,0.001012978,0.003164161],"category_scores_gemma":[0.004968955,0.0003803612,0.0006441244,0.002130357,0.0003382845,0.001013424,0.001244102,0.0008817881,0.0003065349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001808723,"about_ca_system_score_gemma":0.0008779249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1302863,"about_ca_topic_score_gemma":0.1646489,"domain_scores_codex":[0.9989358,0.0002543935,0.0003024697,0.000142738,0.0001686203,0.0001960374],"domain_scores_gemma":[0.9972989,0.000436724,0.001295928,0.00005969779,0.0002447495,0.0006640632],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001127171,0.00002437316,0.9962369,0.0001077676,0.00008322012,0.0001600418,0.0005174921,0.00007710753,0.00007999271,0.00003979731,0.0007904565,0.001770211],"study_design_scores_gemma":[0.000006827973,0.00004033242,0.9987763,0.00005606175,0.00001760584,0.0001698292,0.0006159393,0.00008982313,0.000005152211,0.00001556444,0.000201202,0.000005492613],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930208,0.002261589,0.00002460065,0.0007762896,0.00001861062,0.00001004929,0.002825267,0.000004915511,0.001057887],"genre_scores_gemma":[0.9981249,0.0006270961,0.00003724147,0.0001633075,0.00001371811,0.000009400146,0.0008221782,0.000001440141,0.0002007667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1302863,"threshold_uncertainty_score":0.2590559,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02194107576858482,"score_gpt":0.3166769329666286,"score_spread":0.2947358571980438,"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."}}