{"id":"W2787159768","doi":"10.1136/bmjresp-2017-000265","title":"Development of a patient-centred, evidence-based and consensus-based discharge care bundle for patients with acute exacerbation of chronic obstructive pulmonary disease","year":2018,"lang":"en","type":"article","venue":"BMJ Open Respiratory Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"West Park Healthcare Centre; University of British Columbia; Mount Sinai Hospital; McGill University Health Centre; University of Toronto; Dalhousie University; Alberta Health Services; University of Alberta; University of Saskatchewan; University of Calgary","funders":"Canadian Institutes of Health Research; University of Alberta; Alberta Innovates; Alberta Innovates - Health Solutions; Government of Canada; Alberta Health Services","keywords":"Medicine; COPD; Pulmonary rehabilitation; Likert scale; Pulmonary disease; Exacerbation; Inhaler; Intensive care medicine; Physical therapy; Emergency department; Asthma; Nursing; Internal medicine","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"],"consensus_categories":[],"category_scores_codex":[0.0007278668,0.0003295681,0.0006202794,0.0005426893,0.0004595377,0.00006658959,0.000500293,0.0001211309,0.0002235064],"category_scores_gemma":[0.0008593638,0.0002725449,0.0001082122,0.0007325519,0.001662347,0.0003032661,0.0005401318,0.0003033503,0.00001165483],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193438,"about_ca_system_score_gemma":0.01162956,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006655438,"about_ca_topic_score_gemma":0.00005727585,"domain_scores_codex":[0.9948818,0.0005233728,0.0007848251,0.0009305546,0.00207476,0.0008046671],"domain_scores_gemma":[0.9929442,0.0006388657,0.000368727,0.0009695924,0.00437844,0.0007001554],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.09465916,0.005369185,0.8017727,0.01218173,0.0005793052,0.000147958,0.001949911,0.00003596974,0.009880347,0.0002532457,0.0004089593,0.07276153],"study_design_scores_gemma":[0.01406069,0.009024628,0.9192014,0.005273843,0.0002840892,0.000003594221,0.003808792,0.003132634,0.04024836,0.00007705016,0.004214203,0.0006707271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822438,0.002119339,0.0000556328,0.000208973,0.000054369,0.01442857,0.00060538,0.00001844358,0.0002654882],"genre_scores_gemma":[0.9942962,0.000005369366,0.003169282,0.00005558665,0.00009494975,0.001976127,0.0002499614,0.00007492517,0.00007762773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1174287,"threshold_uncertainty_score":0.9999727,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0996620087856021,"score_gpt":0.3937735122035343,"score_spread":0.2941115034179322,"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."}}