{"id":"W2474747262","doi":"10.1164/rccm.201604-0733oc","title":"Objective Assessment of Adherence to Inhalers by Patients with Chronic Obstructive Pulmonary Disease","year":2016,"lang":"en","type":"article","venue":"American Journal of Respiratory and Critical Care Medicine","topic":"Inhalation and Respiratory Drug Delivery","field":"Medicine","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"","keywords":"Medicine; Inhaler; COPD; Observational study; Physical therapy; Pulmonary disease; Internal medicine; Cluster (spacecraft); Intensive care medicine; Emergency medicine; Asthma","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":[0.002808729,0.0004257649,0.0004371587,0.0008499164,0.0004685768,0.0006202979,0.0004142484,0.0007610099,0.001775858],"category_scores_gemma":[0.008556243,0.0001724202,0.0004565765,0.0009110569,0.0003216677,0.0004935396,0.0006246298,0.0006442902,0.0003325808],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002649217,"about_ca_system_score_gemma":0.0004414734,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001628753,"about_ca_topic_score_gemma":0.002452701,"domain_scores_codex":[0.9969506,0.001231087,0.0006848164,0.0002605921,0.0007111914,0.0001617066],"domain_scores_gemma":[0.9918122,0.001952044,0.004606088,0.0002618053,0.0008681247,0.0004997197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001340909,0.0001577426,0.9934295,0.0000747644,0.00003589788,0.00001632179,0.00009293459,0.00004814482,0.0001527763,0.000009235248,0.0001283564,0.005720234],"study_design_scores_gemma":[0.00002478545,0.0009137018,0.9981303,0.00003154552,0.00002362477,0.0001576632,0.0001150587,0.0002405901,0.0001206142,0.00001469045,0.0002213861,0.000005997599],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951945,0.0006192729,0.0004386353,0.0002157669,0.00001404986,0.0002170856,0.00127543,0.00001636671,0.002009026],"genre_scores_gemma":[0.9972557,0.0002322145,0.001062594,0.0001059941,0.00002886853,0.0002012083,0.000827119,0.000002511637,0.0002836866],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002808729,"threshold_uncertainty_score":0.01485419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01044557647561167,"score_gpt":0.3027678698087954,"score_spread":0.2923222933331837,"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."}}