{"id":"W2106314624","doi":"10.1158/1078-0432.ccr-04-0165","title":"Patterns of Chromosomal Alterations in Breast Ductal Carcinoma <b> <i>In situ</i> </b>","year":2004,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Immunovaccine (Canada)","funders":"National Institute of Arthritis and Musculoskeletal and Skin Diseases; National Cancer Institute","keywords":"Ductal carcinoma; Breast cancer; Cancer; Biology; Mammary gland; Chromosome instability; Pathology; In situ; Comparative genomic hybridization; Histology; Carcinoma in situ; Oncology; Internal medicine; Medicine; Chromosome; Gene; Genetics","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":[0.0007097114,0.00008788848,0.0001798333,0.00009219351,0.0000477185,0.00001651976,0.00022751,0.0001394718,0.00007464731],"category_scores_gemma":[0.00006801871,0.00008629689,0.00008085747,0.0001853432,0.0001247711,0.000007122924,0.000160797,0.0002943544,0.000008139616],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006902606,"about_ca_system_score_gemma":0.0005258018,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002663427,"about_ca_topic_score_gemma":0.007000016,"domain_scores_codex":[0.9984707,0.000188188,0.0004936896,0.0003228821,0.0001962053,0.0003283973],"domain_scores_gemma":[0.9994017,0.00004284554,0.00004961895,0.0002818378,0.0001425316,0.00008145841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002189992,0.0004437613,0.9108192,0.0000452644,0.00001548454,0.00003188959,0.0002196002,0.000731805,0.0859564,0.0009307445,0.0001058515,0.0004809971],"study_design_scores_gemma":[0.002394835,0.0003966819,0.9297511,0.00007657988,0.000004383445,0.00002990499,0.0004309849,0.00001492587,0.06576478,0.0004401476,0.0005341971,0.0001614802],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977005,0.0003083565,0.00002962973,0.0009161013,0.0001127211,0.0001816641,0.0001203855,0.000002583062,0.0006280521],"genre_scores_gemma":[0.9989026,0.0002992133,0.00006481486,0.00007287983,0.0003513412,0.00007455032,0.00006199205,0.0000129443,0.0001596473],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02019162,"threshold_uncertainty_score":0.4026323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06031662902823734,"score_gpt":0.3950740192889525,"score_spread":0.3347573902607152,"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."}}