{"id":"W2040004729","doi":"10.1016/s2213-2600(14)70043-8","title":"Wanted: new treatments for COPD","year":2014,"lang":"en","type":"letter","venue":"The Lancet Respiratory Medicine","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia; St. Paul's Hospital","funders":"","keywords":"Medicine; COPD; MEDLINE; Intensive care medicine; Internal 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008496114,0.001838573,0.002700317,0.001299399,0.005003803,0.007090346,0.003247724,0.1131496,0.01448569],"category_scores_gemma":[0.05138661,0.001452668,0.00289415,0.0009339458,0.005799339,0.009004207,0.00436692,0.086453,0.01193918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005648006,"about_ca_system_score_gemma":0.006524542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006204226,"about_ca_topic_score_gemma":0.01166035,"domain_scores_codex":[0.9908214,0.002970086,0.001063776,0.0008304763,0.003224069,0.001090241],"domain_scores_gemma":[0.979629,0.01261552,0.001298876,0.0006034406,0.002032964,0.003820309],"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":[0.00009557303,0.00006134352,0.0001829764,0.0001045445,0.0000250516,0.000421411,0.00008071931,0.00004787627,0.0001734633,0.004174045,0.9836061,0.01102688],"study_design_scores_gemma":[0.0003987069,0.0001526132,0.0009176561,0.0007683074,0.00006186825,0.0004913874,0.0002761356,0.0003992567,0.0001800262,0.01779465,0.9784777,0.00008171635],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.00009733728,0.002133192,0.00006744614,0.9701942,0.02519825,0.00001334236,0.00004214971,0.000017382,0.002236607],"genre_scores_gemma":[0.000745118,0.0009843201,0.0001163875,0.9531342,0.03899439,0.00003558135,0.00001924057,0.00001538522,0.005955455],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1131496,"threshold_uncertainty_score":0.04845947,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1016411122127739,"score_gpt":0.3674327371863468,"score_spread":0.2657916249735729,"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."}}