{"id":"W2152217363","doi":"10.1097/01.mlg.0000172045.38907.52","title":"Molecular Prognosticators and Genomic Instability in Papillary Thyroid Cancer","year":2005,"lang":"en","type":"article","venue":"The Laryngoscope","topic":"Glutathione Transferases and Polymorphisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital","funders":"","keywords":"Genome instability; Papillary thyroid cancer; Thyroid cancer; Medicine; Oncology; Cancer research; Internal medicine; Thyroid; Pathology; Biology; Genetics; DNA; DNA damage","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":[0.0001758686,0.0001332027,0.0001156264,0.00002135438,0.00006055959,0.00001699112,0.000149427,0.00007985776,0.00003357414],"category_scores_gemma":[0.00001650967,0.0000979157,0.00004080622,0.00007458578,0.0001162346,0.000004304477,0.00008015886,0.0001101529,0.000009787084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001420011,"about_ca_system_score_gemma":0.00005887286,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001710236,"about_ca_topic_score_gemma":0.0003984114,"domain_scores_codex":[0.9992059,0.00007669476,0.0001571807,0.0002585166,0.00007273732,0.000228922],"domain_scores_gemma":[0.9996253,0.00001279582,0.00002301202,0.0002623091,0.00001551744,0.0000611025],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001052775,0.00007432158,0.03393185,0.00002123801,0.00003358118,0.000006547678,0.0002239437,0.0002452736,0.9571433,0.0003060512,0.0002209917,0.007687606],"study_design_scores_gemma":[0.002410132,0.0005644846,0.2604226,0.0000640186,0.00009332738,0.00005841087,0.0001466611,0.0004693743,0.6446487,0.0003494867,0.08997547,0.0007974224],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809586,0.015847,0.00005563016,0.002323745,0.00004546029,0.0002853296,0.00002055848,0.000009946717,0.0004537514],"genre_scores_gemma":[0.9962605,0.002016457,0.0001200661,0.001352366,0.0001107899,0.00005279332,0.00001697111,0.0000189998,0.00005102856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3124947,"threshold_uncertainty_score":0.3992887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006584366706286026,"score_gpt":0.238006252103059,"score_spread":0.2314218853967729,"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."}}