{"id":"W3216059195","doi":"10.1089/jpm.2021.0408","title":"Chronic Obstructive Pulmonary Disease: Emerging Therapies That Can Also Palliate Symptoms #427","year":2021,"lang":"en","type":"article","venue":"Journal of Palliative Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Medicine; Pulmonary disease; Palliative care; Disease; Intensive care medicine; Internal medicine; Family medicine; Nursing","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":[0.0007678735,0.0003675992,0.0006060569,0.0004600982,0.0005524099,0.001639986,0.000377648,0.001636382,0.0237057],"category_scores_gemma":[0.0008788137,0.0001254607,0.0006714916,0.0005937939,0.0007035516,0.00167213,0.001061475,0.00220402,0.00713097],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004240159,"about_ca_system_score_gemma":0.00133094,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005916057,"about_ca_topic_score_gemma":0.003146806,"domain_scores_codex":[0.9997124,0.00007367255,0.00002855932,0.00003034313,0.0001013965,0.00005353891],"domain_scores_gemma":[0.9991925,0.0002635822,0.00009250118,0.00002794094,0.0002149944,0.000208428],"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":[0.0002914411,0.0002946859,0.002315995,0.003278244,0.00005731486,0.0006169523,0.0001637348,0.0001508956,0.004418375,0.01816539,0.1305905,0.8396564],"study_design_scores_gemma":[0.0002155404,0.00119844,0.01064543,0.004075281,0.0001501873,0.002620094,0.0003697979,0.0004137703,0.001150208,0.01059107,0.9685345,0.00003565591],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0113863,0.7278143,0.001579451,0.09152982,0.01149408,0.0001176233,0.0004014489,0.0001343355,0.1555426],"genre_scores_gemma":[0.06794008,0.7960979,0.005475321,0.03807523,0.02483581,0.0001410137,0.0007458554,0.000046062,0.06664269],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0237057,"threshold_uncertainty_score":0.07930344,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03089835240059014,"score_gpt":0.3299443581140838,"score_spread":0.2990460057134937,"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."}}