{"id":"W2896152675","doi":"10.18632/oncotarget.26224","title":"Clinical application of cfDNA: moving in the right direction, but still a long way to go","year":2018,"lang":"en","type":"letter","venue":"Oncotarget","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.000465565,0.0001927353,0.000285111,0.00005733136,0.0000363677,0.00002255194,0.0004141435,0.0005618435,0.00002092754],"category_scores_gemma":[0.0002236392,0.0001536553,0.0001480348,0.0001148802,0.00008917045,0.000001643181,0.0001291224,0.0003857472,0.0000493134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004022209,"about_ca_system_score_gemma":0.00009690783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002168233,"about_ca_topic_score_gemma":0.0006824614,"domain_scores_codex":[0.9985453,0.0001081193,0.000468446,0.0004775073,0.0001647825,0.0002358478],"domain_scores_gemma":[0.9988601,0.0001168183,0.0002160612,0.000635315,0.0001300389,0.00004168119],"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":[0.00003277517,0.00006106299,0.01149173,0.00003681875,0.00003623053,0.0000122416,0.00004759699,0.00001621054,0.00300012,0.00001700107,0.983824,0.001424251],"study_design_scores_gemma":[0.0002072477,0.0002152168,0.01335068,0.00002576663,0.00003053468,0.000005971116,0.000005882988,0.00002379138,0.00227309,0.00009095952,0.9835801,0.0001907429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"commentary","genre_scores_codex":[0.7318736,0.003175071,0.01869,0.2267808,0.003672237,0.002602124,0.0009476473,0.00003496065,0.01222355],"genre_scores_gemma":[0.3373343,0.001591671,0.003141946,0.6175812,0.03145055,0.0004584279,0.003304475,0.0001635239,0.004973801],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3945393,"threshold_uncertainty_score":0.626588,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00981268650062095,"score_gpt":0.285270872829938,"score_spread":0.275458186329317,"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."}}