{"id":"W3046898665","doi":"10.1200/jco.20.01573","title":"Reply to S.A. Upadhyaya","year":2020,"lang":"en","type":"letter","venue":"Journal of Clinical Oncology","topic":"Chromatin Remodeling and Cancer","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"National Cancer Institute","keywords":"Medicine; General surgery","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":["research_integrity"],"consensus_categories":["research_integrity"],"category_scores_codex":[0.001243569,0.0002295273,0.001364922,0.00006050687,0.00003100581,0.00001653627,0.0006106063,0.001435557,0.00007677232],"category_scores_gemma":[0.004171164,0.0001837906,0.0009286949,0.00007895423,0.00009967147,0.000002271071,0.0001802588,0.002634582,0.00007788336],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005341355,"about_ca_system_score_gemma":0.002152536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001020223,"about_ca_topic_score_gemma":0.00000372731,"domain_scores_codex":[0.9961323,0.0004481013,0.002386384,0.0003983013,0.0003613429,0.0002735271],"domain_scores_gemma":[0.9966481,0.0003074712,0.001897329,0.000386215,0.0004528527,0.0003080309],"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":[0.000439741,0.00006183598,0.00006927305,0.00002914443,0.0002647616,0.000708289,0.00001235447,0.00003823039,0.0007566314,7.519255e-7,0.9697446,0.02787434],"study_design_scores_gemma":[0.0009787016,0.006951554,0.00007864313,0.00005771348,0.0001397967,0.000205951,0.000008854677,0.00001532857,0.0003215277,0.0001275765,0.9909122,0.0002021401],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.007181862,0.000803758,0.001081341,0.9835134,0.00383692,0.0001242006,0.00001770535,0.000007178558,0.003433652],"genre_scores_gemma":[0.002867236,0.0006719813,0.005080858,0.9470216,0.04216699,0.000003453436,0.00003673188,0.000048504,0.002102643],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03833007,"threshold_uncertainty_score":0.9998608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1001569081737443,"score_gpt":0.443568413137424,"score_spread":0.3434115049636797,"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."}}