{"id":"W2965835126","doi":"10.14740/jocmr3888","title":"Outpatient Management of Chronic Obstructive Pulmonary Disease: Physician Adherence to the 2017 Global Initiative for Chronic Obstructive Lung Disease Guidelines and its Effect on Patient Outcomes","year":2019,"lang":"en","type":"article","venue":"Journal of Clinical Medicine Research","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; COPD; Obstructive lung disease; Gold standard (test); Pulmonary disease; Disease management; Outpatient clinic; Disease; Medical record; Retrospective cohort study; Internal medicine; Intensive care medicine; Emergency medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003233673,0.0001640706,0.000453392,0.0008417628,0.0004312603,0.0009942121,0.000422501,0.0004511244,0.001258745],"category_scores_gemma":[0.02289596,0.0001683764,0.0004862827,0.001734874,0.0003575849,0.0007312789,0.0007361844,0.0009534009,0.0001432567],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007352876,"about_ca_system_score_gemma":0.0009009701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004798675,"about_ca_topic_score_gemma":0.00599783,"domain_scores_codex":[0.9959735,0.001731883,0.0006030239,0.0003640287,0.001064967,0.0002625147],"domain_scores_gemma":[0.9666468,0.008682041,0.02125402,0.0004278425,0.001518512,0.001470843],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001302979,0.000107612,0.9962848,0.00005376357,0.00006470897,0.00003078984,0.0001522092,0.00001811166,0.00001839249,0.00001021776,0.0001158398,0.0030131],"study_design_scores_gemma":[0.000007467305,0.0001353023,0.9992699,0.00004378135,0.00004215796,0.0000851446,0.0002212054,0.00007546459,0.00001577539,0.00001205155,0.0000893771,0.000002409082],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960157,0.002250467,0.00005356279,0.0003805146,0.00001570084,0.0000215096,0.0002475216,0.0000032472,0.001011744],"genre_scores_gemma":[0.9989793,0.0005747729,0.00008618877,0.00007057632,0.00003340724,0.00001445347,0.0001736489,0.000001600441,0.00006592215],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9967663,"threshold_uncertainty_score":0.01710147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.127589708400164,"score_gpt":0.4890014826024447,"score_spread":0.3614117742022808,"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."}}