{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003125667,0.0005254559,0.001445785,0.0005332693,0.001575029,0.003221613,0.001174025,0.02018264,0.005624421],"category_scores_gemma":[0.02061508,0.0003074821,0.0009037805,0.0004130723,0.003436139,0.004815172,0.001131423,0.02373499,0.004665459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003057182,"about_ca_system_score_gemma":0.001608946,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001276927,"about_ca_topic_score_gemma":0.001832611,"domain_scores_codex":[0.996659,0.001212595,0.0003747525,0.0004107411,0.001052254,0.0002905655],"domain_scores_gemma":[0.9855379,0.009580007,0.0005352002,0.0006371881,0.002108913,0.001600837],"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":[0.0001860393,0.00007676383,0.002485423,0.0002738118,0.0000357393,0.007453173,0.0001095977,0.0002352786,0.001600637,0.00980781,0.8858566,0.0918792],"study_design_scores_gemma":[0.0001763619,0.0001743323,0.001580106,0.0006790975,0.00004826422,0.01965456,0.0005561498,0.001115524,0.001746539,0.06093171,0.9132304,0.0001070839],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.000443897,0.006622902,0.0004746889,0.9819323,0.008893041,0.000005980999,0.00002835737,0.00003035723,0.00156861],"genre_scores_gemma":[0.01463106,0.01054202,0.00233983,0.8801804,0.08729396,0.00003432572,0.00008696496,0.0000536756,0.004837724],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02018264,"threshold_uncertainty_score":0.02218151,"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."}}