{"id":"W2124974140","doi":"10.1136/thoraxjnl-2013-204429","title":"Authors’ response to Walker<i>et al.</i>","year":2013,"lang":"en","type":"letter","venue":"Thorax","topic":"Chronic Obstructive Pulmonary Disease (COPD) Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Pfizer","keywords":"Medicine; COPD; Exacerbation; Epidemiology; Population; Copd exacerbation; Intensive care medicine; Placebo; Tiotropium bromide; Physical therapy; Pediatrics; Internal medicine; Alternative medicine; Lung function; Lung; Pathology; Environmental health","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":[0.00626589,0.001095507,0.002216508,0.001150667,0.003465386,0.004057015,0.003126978,0.05425638,0.008538225],"category_scores_gemma":[0.04547032,0.001074124,0.001953543,0.001259604,0.002752226,0.003159989,0.001317992,0.03532545,0.01397695],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005306785,"about_ca_system_score_gemma":0.005292132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005894806,"about_ca_topic_score_gemma":0.006667687,"domain_scores_codex":[0.9934876,0.001594028,0.001165234,0.0008156092,0.002245773,0.0006917854],"domain_scores_gemma":[0.9833959,0.006837753,0.001670651,0.0006064043,0.005487065,0.002002219],"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":[0.00004313009,0.00001703398,0.0001977484,0.00004015656,0.000007636036,0.0002993234,0.00004237566,0.00001723839,0.00005194158,0.0002310756,0.9968473,0.002204973],"study_design_scores_gemma":[0.0001816713,0.0001472129,0.001440646,0.0005728164,0.00004256552,0.002167818,0.0004981086,0.0004069445,0.0003029628,0.002071525,0.992069,0.00009861394],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0002550059,0.0006340911,0.00005526431,0.9579173,0.03962168,0.00002374115,0.0001154864,0.00006642325,0.001310933],"genre_scores_gemma":[0.001536142,0.0004852535,0.0001452187,0.959066,0.03506897,0.0000654348,0.00004932782,0.00002914669,0.003554414],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.05425638,"threshold_uncertainty_score":0.03850359,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03024015184579462,"score_gpt":0.3390371221707476,"score_spread":0.308796970324953,"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."}}