{"id":"W4239585836","doi":"10.1016/j.chest.2020.07.041","title":"Response","year":2020,"lang":"en","type":"letter","venue":"CHEST Journal","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Medicine; Decortication; Empyema; Pleural empyema; Cardiothoracic surgery; Charlson comorbidity index; Psychological intervention; Scopus; Population; Surgery; MEDLINE; Retrospective cohort study","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003025484,0.001195288,0.001705321,0.001178607,0.007664315,0.006932362,0.002795799,0.1069307,0.03893087],"category_scores_gemma":[0.0247307,0.001044525,0.002161539,0.0007633116,0.002816851,0.00285355,0.00383082,0.0512222,0.02544859],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006775733,"about_ca_system_score_gemma":0.008443483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01293741,"about_ca_topic_score_gemma":0.02043678,"domain_scores_codex":[0.9960587,0.0006517638,0.0003564129,0.000593219,0.001019138,0.001320765],"domain_scores_gemma":[0.9921764,0.002531636,0.0005789543,0.0002535665,0.001851369,0.002608143],"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":[0.00003550687,0.00001632974,0.0003970519,0.00003333008,0.00001119301,0.001652653,0.0001014236,0.0000444576,0.00009551565,0.00103026,0.9944721,0.002110072],"study_design_scores_gemma":[0.00009884546,0.00006167613,0.001548804,0.0003929771,0.00003341172,0.001731116,0.0008300318,0.0003222329,0.0001829206,0.003802196,0.990923,0.00007278294],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.0004265064,0.0005369131,0.00007835426,0.9493127,0.0412977,0.00003760034,0.000129322,0.00005732613,0.008123456],"genre_scores_gemma":[0.001716206,0.000261435,0.00007937644,0.963842,0.01387399,0.00004668245,0.00005079569,0.00002035271,0.02010912],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.9610691,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04415118532279844,"score_gpt":0.2778388583847224,"score_spread":0.233687673061924,"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."}}