{"id":"W4230374153","doi":"10.1016/j.athoracsur.2016.11.022","title":"Reply","year":2017,"lang":"en","type":"letter","venue":"The Annals of Thoracic Surgery","topic":"Pleural and Pulmonary Diseases","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital; University of Ottawa","funders":"University of Ottawa","keywords":"Medicine; Scopus; Resection; Annals; Lung cancer; Leak; Incidence (geometry); Lung; General surgery; Surgery; MEDLINE; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008045222,0.0002622456,0.0008555021,0.0001515414,0.0001383535,0.00002731579,0.0003803441,0.0002588338,0.000404631],"category_scores_gemma":[0.0008735413,0.0001525322,0.0008527025,0.00008118821,0.0002619954,0.00008022772,0.00009853195,0.0007814936,0.0001685874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000005395182,"about_ca_system_score_gemma":0.0002324723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001235356,"about_ca_topic_score_gemma":3.76919e-7,"domain_scores_codex":[0.9982449,0.0001903458,0.0004099743,0.0002781973,0.0005060213,0.0003705205],"domain_scores_gemma":[0.9964401,0.001056281,0.0005741482,0.001629691,0.0002119171,0.00008792523],"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":[0.0003246456,0.00003476924,0.001192413,0.0007364984,0.0001803649,0.002000488,0.00001009682,8.003373e-8,0.00001729483,6.506546e-7,0.9704839,0.02501881],"study_design_scores_gemma":[0.00001374875,0.00002813921,0.003886511,0.001001652,0.0002188441,0.0002228869,0.000004432541,0.000002241104,0.001140569,0.0005675002,0.9927409,0.0001725736],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02574276,0.005906046,3.153447e-7,0.9605451,0.0005257998,0.000189465,0.0001674603,0.00005311256,0.00686994],"genre_scores_gemma":[0.01635386,0.001529562,0.000005934688,0.9349445,0.005882733,0.00001936864,0.0005850937,0.00005167691,0.0406273],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03375736,"threshold_uncertainty_score":0.6220083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1949579462608465,"score_gpt":0.4006661515242997,"score_spread":0.2057082052634533,"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."}}