{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001163884,0.0006729981,0.0009503748,0.0006681152,0.0001193802,0.000118966,0.0006237271,0.0006770165,0.006005542],"category_scores_gemma":[0.0006800416,0.000605898,0.0003852361,0.0005982582,0.0002313763,0.0001360594,0.0005215336,0.003792738,0.01277085],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009704508,"about_ca_system_score_gemma":0.001237282,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002162012,"about_ca_topic_score_gemma":0.000003637066,"domain_scores_codex":[0.9942951,0.0009548362,0.0005375957,0.001245073,0.001690994,0.001276392],"domain_scores_gemma":[0.9961356,0.0005239873,0.0001366249,0.0019837,0.0004170258,0.0008030877],"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":[0.001533696,0.00008440335,0.0001411579,0.0004569616,0.0001459902,0.00449756,0.0001387594,0.000001149537,0.002311136,0.00001528516,0.985416,0.005257887],"study_design_scores_gemma":[0.0008061632,0.0002705239,0.009957897,0.0004656632,0.0001416556,0.0002248361,0.00004144669,0.00004610834,0.0002194332,0.0002051744,0.987047,0.0005740992],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.01957131,0.0008007961,0.00005617686,0.9624682,0.0007598846,0.002355751,0.0003174368,0.0002734112,0.01339705],"genre_scores_gemma":[0.0009479581,0.00005786237,0.0009587111,0.7933267,0.001989347,0.0003170804,0.0006018807,0.0002519602,0.2015484],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1881514,"threshold_uncertainty_score":0.9996392,"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."}}