{"id":"W2905792303","doi":"","title":"DNA amplification is a common mechanism of oncogene activation in lung cancer","year":2008,"lang":"en","type":"article","venue":"Cancer Research","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Cancer Agency","funders":"","keywords":"Gene duplication; Biology; Comparative genomic hybridization; Cancer; Gene; Genetics; Genome; Copy-number variation; Cancer research; Molecular biology","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":[0.000392141,0.0003072837,0.0003430466,0.001928037,0.0002936838,0.0004662208,0.0003797028,0.0003932922,0.002673741],"category_scores_gemma":[0.0005839454,0.0002749462,0.0002873591,0.001253268,0.0005018684,0.0004183071,0.0006363643,0.0004811064,0.0006837255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004823791,"about_ca_system_score_gemma":0.0002739723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004562202,"about_ca_topic_score_gemma":0.0006757675,"domain_scores_codex":[0.9993321,0.00007329797,0.00005137041,0.0001700265,0.000291452,0.0000816536],"domain_scores_gemma":[0.9994318,0.0001549211,0.000198978,0.00005938945,0.0001125079,0.0000423833],"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":[0.0002976606,0.00004270219,0.03961443,0.0004075712,0.00006432491,0.0009692452,0.0001469783,0.0005013001,0.9329439,0.0004721296,0.000245163,0.02429472],"study_design_scores_gemma":[0.00003907788,0.0007660617,0.2822769,0.00006203257,0.0002237262,0.01619058,0.0002320631,0.004497384,0.675038,0.001918855,0.01871401,0.0000413103],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.951074,0.01518834,0.0241786,0.0002216289,0.0000335753,0.0001735504,0.001001863,0.000491452,0.007637074],"genre_scores_gemma":[0.9894251,0.002214601,0.005508951,0.00008520188,0.00001844218,0.00008961499,0.0009485611,0.00003408912,0.001675483],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002673741,"threshold_uncertainty_score":0.008944571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05893459474203226,"score_gpt":0.3682828956136862,"score_spread":0.3093483008716539,"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."}}