{"id":"W2417974725","doi":"10.1385/1-59259-300-3:353","title":"FISH Detection of HER2 Amplification in Breast Cancer","year":2003,"lang":"en","type":"article","venue":"Molecular Cytogenetics","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; University of Toronto; Mount Sinai Hospital","funders":"","keywords":"Carcinogenesis; Biology; Gene duplication; Gene; Genome instability; Genome; Chromosome; DNA; Genetics; genomic DNA; Gene rearrangement; Molecular biology; 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":[0.0000889544,0.00009824793,0.00009369812,0.00004735648,0.00002611402,0.00000916267,0.00008552669,0.0001023571,0.00002501817],"category_scores_gemma":[0.000016315,0.0001097748,0.00005277369,0.0001238509,0.00003394039,0.000001828482,0.00002255209,0.00004211102,0.000001910323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002207335,"about_ca_system_score_gemma":0.00005851277,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007560477,"about_ca_topic_score_gemma":0.0001509722,"domain_scores_codex":[0.999302,0.00006544366,0.0002100097,0.0001889974,0.00008648764,0.0001471003],"domain_scores_gemma":[0.9995618,0.00000257489,0.00007579389,0.0002402908,0.00008562924,0.00003385491],"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":[0.0000159742,0.00005236661,0.07737945,0.00001529539,0.0000210015,0.000001227365,0.0000429891,0.001581369,0.9197505,0.0003095039,0.00001800669,0.0008123223],"study_design_scores_gemma":[0.0002943548,0.00004534665,0.0326191,0.000007142564,0.00001313847,0.00002027628,0.00006766696,0.00001501722,0.9621444,0.000128306,0.00452417,0.0001210961],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919349,0.000323479,0.006972389,0.00008473483,0.00007710194,0.0001121289,0.00005265066,0.000004099635,0.0004384988],"genre_scores_gemma":[0.998943,0.0002250484,0.0005330602,0.0001213372,0.00002559286,0.00003167465,0.00002986389,0.00001699164,0.00007347504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04476035,"threshold_uncertainty_score":0.4476487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007362129843556481,"score_gpt":0.2237717738360792,"score_spread":0.2164096439925227,"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."}}