{"id":"W2600478626","doi":"10.15173/m.v1i27.967","title":"Circulating Tumour DNA: A Blood Test for Monitoring Cancer","year":2016,"lang":"en","type":"article","venue":"The Meducator","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Blood test; Test (biology); Oncology; Cancer; Blood cancer; Internal medicine; Computational biology; Biology; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.001282628,0.0005106168,0.0006585904,0.003066208,0.0003958877,0.001334192,0.0006468047,0.001542529,0.004822622],"category_scores_gemma":[0.003823208,0.0002577401,0.000240959,0.001288957,0.0006458053,0.0008916278,0.0005567048,0.0009969923,0.003458092],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004761016,"about_ca_system_score_gemma":0.0005904816,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001025287,"about_ca_topic_score_gemma":0.000968022,"domain_scores_codex":[0.9988526,0.000303432,0.00006941081,0.0002200077,0.0004779586,0.00007661777],"domain_scores_gemma":[0.9988285,0.0003850327,0.00018634,0.00009172409,0.0003514615,0.0001569514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001554953,0.0003284859,0.1151929,0.001107218,0.0001463153,0.00249632,0.0005765968,0.0003941635,0.09163327,0.006698211,0.0593774,0.7204942],"study_design_scores_gemma":[0.000379246,0.002977748,0.1618812,0.001919214,0.0004878646,0.06003929,0.00081863,0.006053289,0.1702576,0.01094684,0.5839519,0.0002872714],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2899985,0.30938,0.1893196,0.03458439,0.007967317,0.001468205,0.01212337,0.01305109,0.1421075],"genre_scores_gemma":[0.7160068,0.04641773,0.1570803,0.01252674,0.00304945,0.0008178296,0.004380801,0.0004861259,0.05923414],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004822622,"threshold_uncertainty_score":0.01613325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01584367841944444,"score_gpt":0.2795815400493166,"score_spread":0.2637378616298721,"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."}}