{"id":"W4389325073","doi":"","title":"Letter to the Editor, International Journal of COPD [Letter]","year":2020,"lang":"en","type":"letter","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"COPD; Medicine; Library science; Computer science; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001824043,0.00100969,0.001581217,0.0009048902,0.001663173,0.003076134,0.002233113,0.01961385,0.009317387],"category_scores_gemma":[0.0218484,0.0006932893,0.001161909,0.0006566879,0.001248398,0.003609263,0.0008518395,0.02154904,0.008669865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001523913,"about_ca_system_score_gemma":0.001977674,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720595,"about_ca_topic_score_gemma":0.002296825,"domain_scores_codex":[0.9986539,0.0003061224,0.0002402432,0.0002335569,0.0004028495,0.0001633632],"domain_scores_gemma":[0.9935834,0.00172414,0.0004466349,0.0002267612,0.002513979,0.001505047],"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":[0.00002917647,0.00001714844,0.0003474173,0.00007778619,0.00001356486,0.0009569539,0.00002747989,0.0000152346,0.00004791989,0.0002012574,0.9941201,0.004145883],"study_design_scores_gemma":[0.000116471,0.00008909992,0.002235909,0.0005556163,0.00005240712,0.008209123,0.0002371147,0.000255696,0.0002274871,0.00175136,0.986206,0.00006370909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0005729103,0.00440525,0.0001017025,0.6982134,0.2942379,0.00002270275,0.000085298,0.00007455577,0.002286321],"genre_scores_gemma":[0.00451649,0.004241236,0.0001711532,0.6446405,0.3391831,0.00004659565,0.00008357251,0.00005186534,0.007065431],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01961385,"threshold_uncertainty_score":0.03116977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513806645567351,"score_gpt":0.5114961491345558,"score_spread":0.3601154845778206,"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."}}