{"id":"W4381328448","doi":"10.1200/op.23.00306","title":"Reply to J.M. Kolesar et al, J.S. Bates et al, and T.C. Knepper et al","year":2023,"lang":"en","type":"article","venue":"JCO Oncology Practice","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"AstraZeneca (Canada)","funders":"","keywords":"BATES; Philosophy; Humanities; Psychology; Medicine; Engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.005313553,0.0009964235,0.001515295,0.001120114,0.002208265,0.00296485,0.002536024,0.02501069,0.008138493],"category_scores_gemma":[0.03449204,0.000907784,0.001225577,0.000775698,0.002860995,0.004430798,0.001929525,0.03493696,0.01032103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002301393,"about_ca_system_score_gemma":0.003413822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00389271,"about_ca_topic_score_gemma":0.005943799,"domain_scores_codex":[0.9971684,0.0006998022,0.000412594,0.0004149405,0.001003306,0.0003010314],"domain_scores_gemma":[0.9837624,0.006514303,0.001038388,0.000492561,0.00615978,0.002032613],"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":[0.00002163637,0.000007891619,0.0001549113,0.00004051136,0.000005971405,0.000129995,0.00002897951,0.00001308281,0.00003771709,0.0002951494,0.9972038,0.002060287],"study_design_scores_gemma":[0.00007370635,0.00003908401,0.001152752,0.0003065413,0.00003525303,0.001854133,0.0004211274,0.0001762948,0.000316507,0.002878979,0.9926594,0.00008636414],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000125916,0.002112557,0.0001043058,0.936925,0.05999675,0.000009902028,0.00007781674,0.0000379753,0.0006098021],"genre_scores_gemma":[0.001211807,0.001763663,0.0001725242,0.9447978,0.04904028,0.00002556095,0.00004775091,0.00002384898,0.0029168],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02501069,"threshold_uncertainty_score":0.02810115,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02103265338476748,"score_gpt":0.3650441704533639,"score_spread":0.3440115170685964,"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."}}