{"id":"W2523018303","doi":"10.1016/j.jtho.2016.08.130","title":"Response to Yamamoto et al.","year":2016,"lang":"en","type":"letter","venue":"Journal of Thoracic Oncology","topic":"Lung Cancer Treatments and Mutations","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"KRAS; Medicine; Mutation; Cancer research; Lung cancer; Tyrosine kinase; Oncology; Phenotype; Cancer; Internal medicine; Gene; Biology; Genetics; Colorectal cancer; Receptor","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":[0.001567648,0.0007425178,0.001318421,0.0007225203,0.002778581,0.002980292,0.001647291,0.03142121,0.01015769],"category_scores_gemma":[0.01511699,0.0004431646,0.001092702,0.0006706751,0.001742155,0.002920655,0.001230487,0.02640812,0.009483904],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002770626,"about_ca_system_score_gemma":0.002361668,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003021385,"about_ca_topic_score_gemma":0.005341105,"domain_scores_codex":[0.9986304,0.0003580263,0.0001750955,0.0002187746,0.0003429838,0.0002747259],"domain_scores_gemma":[0.9974135,0.0009237008,0.0002368426,0.0001011898,0.0005836535,0.0007411301],"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":[0.0001260273,0.00006468623,0.001054021,0.00007041346,0.00001934074,0.01069755,0.0001028175,0.0001512209,0.0001567359,0.001646403,0.9782686,0.007642187],"study_design_scores_gemma":[0.0003567616,0.0002504748,0.002715379,0.000592907,0.00006859373,0.02749247,0.0008208279,0.001433821,0.0005261814,0.01545966,0.9501544,0.0001284792],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0007585799,0.001165246,0.0000910608,0.9746135,0.01951628,0.00001989026,0.0001338437,0.00005204108,0.003649468],"genre_scores_gemma":[0.008563626,0.001571331,0.0002538129,0.9442151,0.0330117,0.00005433061,0.0001412606,0.00003293147,0.01215582],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03142121,"threshold_uncertainty_score":0.03398079,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02709363362476838,"score_gpt":0.4831875687580939,"score_spread":0.4560939351333255,"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."}}