{"id":"W3012463431","doi":"10.3122/jabfm.2020.02.190227","title":"Inhaled Corticosteroid Treatment in Chronic Obstructive Pulmonary Disease (COPD): Boon or Bane?","year":2020,"lang":"en","type":"review","venue":"The Journal of the American Board of Family Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"TD Bank Group; University of Toronto","funders":"Grifols; Novo Nordisk; Mylan; GlaxoSmithKline; Purdue University; Teva Pharmaceutical Industries; AstraZeneca; Boehringer Ingelheim","keywords":"Medicine; Lama; COPD; Internal medicine; Asthma; Obstructive lung disease; Corticosteroid; Eosinophil; Pneumonia; Intensive care medicine","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0007905497,0.0009719011,0.00562448,0.0006416982,0.0001187321,0.00001139872,0.001519098,0.0001230448,0.0001684518],"category_scores_gemma":[0.001053847,0.0004204524,0.001320312,0.002062209,0.003085126,0.0001207183,0.0004300328,0.001726109,0.00002069616],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006067837,"about_ca_system_score_gemma":0.007404708,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007395321,"about_ca_topic_score_gemma":0.00003817317,"domain_scores_codex":[0.9923553,0.00181395,0.002518041,0.0005402031,0.002004895,0.0007676344],"domain_scores_gemma":[0.9916574,0.001489101,0.003973148,0.001548024,0.0003860797,0.0009462421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.01383366,0.0005720651,0.0009624267,0.01221857,0.001767566,0.006860405,0.0004410649,0.00002462292,0.0002655109,0.000007914683,0.0009828449,0.9620634],"study_design_scores_gemma":[0.008752177,0.01298013,0.1490762,0.07319634,0.0259296,0.006813902,0.003731113,0.000265713,0.00002665772,0.0001507997,0.7180285,0.001048791],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03132635,0.9619396,0.000008657154,0.002837219,0.0004906701,0.002853379,0.0001247211,0.00001885827,0.000400562],"genre_scores_gemma":[0.02351752,0.9736481,0.00004646017,0.0004160142,0.001521736,0.00006638733,0.00002392472,0.0001554693,0.0006043403],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9610146,"threshold_uncertainty_score":0.9998247,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06684597043670322,"score_gpt":0.3665704371379541,"score_spread":0.2997244667012509,"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."}}