{"id":"W3083585029","doi":"10.1513/annalsats.202007-880cme","title":"Summary for Clinicians: Clinical Practice Guideline on Pharmacologic Management of Chronic Obstructive Pulmonary Disease","year":2020,"lang":"en","type":"letter","venue":"Annals of the American Thoracic Society","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Ottawa Hospital; University of Ottawa","funders":"","keywords":"Medicine; Guideline; Pulmonary disease; Intensive care medicine; Clinical Practice; Disease; Disease management; Physical therapy; Internal medicine; Pathology","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":[0.007423986,0.001306362,0.002868746,0.003100062,0.003789374,0.004430523,0.003399524,0.03368911,0.01660452],"category_scores_gemma":[0.04902442,0.0009735424,0.002560285,0.003300593,0.002062408,0.003172453,0.002293645,0.02628217,0.02033163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006535363,"about_ca_system_score_gemma":0.02370634,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02252894,"about_ca_topic_score_gemma":0.0601866,"domain_scores_codex":[0.98848,0.003717615,0.002974755,0.0006124954,0.003463544,0.0007515119],"domain_scores_gemma":[0.9532788,0.01326028,0.004594266,0.001024262,0.02304043,0.00480197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009188358,0.00003661273,0.0002227858,0.0001332868,0.000009306265,0.0001400695,0.00003451661,0.00005133718,0.0000404721,0.0007111133,0.9875272,0.01108421],"study_design_scores_gemma":[0.0002288522,0.00005656699,0.003419506,0.005336633,0.00008468936,0.0009003872,0.0001726796,0.0004422056,0.00009521563,0.004862814,0.984331,0.00006946487],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002526396,0.006486398,0.001188536,0.9393208,0.02536807,0.0004866741,0.001322988,0.0001342848,0.02543961],"genre_scores_gemma":[0.003170023,0.01329677,0.01182433,0.8961259,0.04337055,0.001883853,0.002823758,0.0001016609,0.02740315],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03368911,"threshold_uncertainty_score":0.05554765,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1418187656370443,"score_gpt":0.4889049167841716,"score_spread":0.3470861511471274,"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."}}