{"id":"W2769943794","doi":"10.1200/jco.2017.76.0645","title":"Reply to D.T.W. Jones et al","year":2017,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Lung Cancer Research Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Humanities","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.008088472,0.000269532,0.003674254,0.0002896489,0.00008669062,0.00003557649,0.000724173,0.001005247,0.000224367],"category_scores_gemma":[0.04131779,0.0001749338,0.001140756,0.00006909332,0.0004687654,0.0001063106,0.0003787026,0.009980374,0.0002121247],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004126234,"about_ca_system_score_gemma":0.006194397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009226186,"about_ca_topic_score_gemma":0.00002465081,"domain_scores_codex":[0.9941082,0.0008363473,0.002856411,0.0003970378,0.001293592,0.0005084336],"domain_scores_gemma":[0.9888683,0.005037038,0.003327559,0.000809508,0.001427657,0.0005299418],"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":[0.001943066,0.0002183757,0.002781267,0.00008524748,0.001198824,0.02355262,0.00004813632,3.97121e-7,0.000005783713,0.000004296415,0.946318,0.02384402],"study_design_scores_gemma":[0.003483536,0.01571291,0.01762608,0.0005700108,0.0004176051,0.001326342,0.00001212709,7.777892e-7,0.000004146448,0.0001593452,0.9605405,0.0001465637],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001336771,0.000877831,0.00002419878,0.9707858,0.005592139,0.0003456525,0.00001246107,0.00001270531,0.02101244],"genre_scores_gemma":[0.0004217539,0.002842705,0.002424996,0.9556075,0.02402072,0.00001056129,0.000006217372,0.00004980369,0.01461578],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03322932,"threshold_uncertainty_score":0.9994395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3141017287179116,"score_gpt":0.6230269659975991,"score_spread":0.3089252372796875,"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."}}