{"id":"W7161809453","doi":"10.82308/33313","title":"Investigating genetic aberrations in metastatic gastric cancer and in primary renal cell carcinoma","year":2016,"lang":"en","type":"dissertation","venue":"","topic":"Cancer Genomics and Diagnostics","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cancer; Renal cell carcinoma; Metastasis; Gene; Somatic cell; Mutation; Kidney cancer; Germline mutation; Primary tumor","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":[0.0003112819,0.0001651555,0.0002269373,0.001450833,0.0002310542,0.000358504,0.0001946646,0.0003450204,0.002288246],"category_scores_gemma":[0.0006374379,0.0001518587,0.0003410667,0.00100795,0.0002186261,0.0001886936,0.0003520969,0.0002271109,0.0004293302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004052136,"about_ca_system_score_gemma":0.000341724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001792555,"about_ca_topic_score_gemma":0.003901909,"domain_scores_codex":[0.9997627,0.00002348197,0.00001636787,0.00006763319,0.00009977441,0.00003010685],"domain_scores_gemma":[0.9998109,0.00004531435,0.00004735973,0.00001648845,0.00004770201,0.00003240404],"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":[0.0006149666,0.0001031604,0.3535311,0.0008467283,0.0002018563,0.005529891,0.0008208698,0.0008882205,0.539,0.0009023732,0.002002209,0.09555858],"study_design_scores_gemma":[0.0000237153,0.0004787057,0.8561337,0.00009042702,0.0001880182,0.01467596,0.0007818533,0.0009197805,0.1108482,0.0009349271,0.01489959,0.00002500345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856961,0.00696335,0.001758568,0.0002368046,0.00003096186,0.00008469391,0.001407872,0.00007380641,0.003747924],"genre_scores_gemma":[0.981126,0.006507151,0.006782867,0.000179127,0.00002898933,0.00006753224,0.001358722,0.00003494214,0.00391463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002288246,"threshold_uncertainty_score":0.007654965,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009640879671087696,"score_gpt":0.2444152069485435,"score_spread":0.2347743272774558,"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."}}