{"id":"W4247033606","doi":"10.1016/j.chest.2017.12.006","title":"Response","year":2018,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Centre for Advancing Health Outcomes; University of British Columbia","funders":"","keywords":"Medicine; COPD; Cohort; Medical prescription; Population; Cohort study; Disease; Retrospective cohort study; Family medicine; Pediatrics; Gerontology; Internal medicine; Environmental health","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":[0.002527758,0.0008050685,0.001244251,0.0007726428,0.004472421,0.00465963,0.001834146,0.05303709,0.02091891],"category_scores_gemma":[0.02341449,0.0005677555,0.00118863,0.000515096,0.002560239,0.002832896,0.002345487,0.03488866,0.01564803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004557569,"about_ca_system_score_gemma":0.004908822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006557853,"about_ca_topic_score_gemma":0.01086603,"domain_scores_codex":[0.9968222,0.0007485729,0.0002990139,0.0004805798,0.000883119,0.0007664911],"domain_scores_gemma":[0.9940591,0.001932034,0.0004653272,0.0002047587,0.001620565,0.001718111],"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":[0.0000398189,0.00003114157,0.0006015095,0.00003669398,0.00000829596,0.001039653,0.00009431998,0.00003780772,0.00007781083,0.001349248,0.9933479,0.003335697],"study_design_scores_gemma":[0.0001033323,0.00007029626,0.001461304,0.000285536,0.00002067465,0.001068356,0.0007776695,0.0002869717,0.0001337396,0.004792255,0.9909431,0.00005678353],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"editorial","genre_scores_codex":[0.0003435899,0.0003969155,0.00006091819,0.973134,0.02080465,0.00002348867,0.0001000534,0.00004747273,0.005088847],"genre_scores_gemma":[0.002194909,0.0002466721,0.00009710713,0.9718924,0.01201346,0.00005585367,0.00005003583,0.00001802317,0.01343153],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.05303709,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03427813901890436,"score_gpt":0.3211763020573223,"score_spread":0.286898163038418,"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."}}