{"id":"W3101468130","doi":"","title":"Investigating the use of circulating tumor DNA for cancer surveillance and early detection in (pediatric) sarcomas and Li-Fraumeni Syndrome","year":2020,"lang":"en","type":"dissertation","venue":"TSpace","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Li–Fraumeni syndrome; Cancer; Medicine; Oncology; Cancer research; Internal medicine; Genetics; Biology; Gene; Mutation; Germline mutation","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001404188,0.00027967,0.0002775214,0.0006734196,0.0001772016,0.0006126355,0.0002983607,0.0005378659,0.0007301543],"category_scores_gemma":[0.002998707,0.0002172729,0.0003661608,0.0003828048,0.0003526784,0.0004773612,0.0002568604,0.0003770677,0.0001396283],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000640443,"about_ca_system_score_gemma":0.0007178345,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002781275,"about_ca_topic_score_gemma":0.002957413,"domain_scores_codex":[0.9994117,0.0001713556,0.00005977977,0.0001316157,0.0001591237,0.00006637191],"domain_scores_gemma":[0.9985204,0.000504969,0.0005229609,0.00006142928,0.0002624368,0.0001278501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002590405,0.0006385397,0.7182011,0.0005552206,0.0002023092,0.003252469,0.001038867,0.00161554,0.1822878,0.0007353111,0.0008309322,0.08805161],"study_design_scores_gemma":[0.0002625251,0.02076531,0.6973402,0.0002920329,0.0008926854,0.01722139,0.002169051,0.01114959,0.235623,0.0008395574,0.01333847,0.000106212],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943633,0.00171845,0.002764767,0.0002012275,0.00001819515,0.0000725865,0.0001719663,0.00002299995,0.0006664957],"genre_scores_gemma":[0.9903073,0.001369801,0.00711972,0.0001896808,0.00001412081,0.0001058135,0.0002361695,0.00001163584,0.0006456262],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002781275,"threshold_uncertainty_score":0.007426083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05076063984155953,"score_gpt":0.3196122983898849,"score_spread":0.2688516585483254,"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."}}