{"id":"W2112732161","doi":"10.1158/1078-0432.ccr-07-4960","title":"Genomic Differences Between Pure Ductal Carcinoma <i>In Situ</i> of the Breast and that Associated with Invasive Disease: a Calibrated aCGH Study","year":2008,"lang":"en","type":"article","venue":"Clinical Cancer Research","topic":"Genomic variations and chromosomal abnormalities","field":"Biochemistry, Genetics and Molecular Biology","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto; Ontario Institute for Cancer Research; University of Manitoba; University Health Network","funders":"University Health Network","keywords":"Ductal carcinoma; Breast cancer; Comparative genomic hybridization; Biology; Metastasis; Pathology; Cancer; Lymph node; Lymph; Oncology; Medicine; Genome; Gene; Genetics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006086949,0.000232308,0.0002299312,0.001194704,0.0001506715,0.0003549603,0.0001737294,0.000215464,0.001238939],"category_scores_gemma":[0.001771612,0.0001590113,0.0001405745,0.0005828439,0.0005632548,0.0002080336,0.0003330806,0.0002275403,0.0001439639],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000178398,"about_ca_system_score_gemma":0.0001033448,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003045468,"about_ca_topic_score_gemma":0.0002044205,"domain_scores_codex":[0.99962,0.00009614248,0.0000296536,0.0001260855,0.00008907929,0.00003897175],"domain_scores_gemma":[0.999032,0.0004889756,0.0002098836,0.0001067886,0.00006028275,0.0001020851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001682884,0.0001487965,0.8819351,0.00007687848,0.0001969176,0.001068301,0.0005034364,0.0004909313,0.1003577,0.0002414084,0.00005496495,0.01324275],"study_design_scores_gemma":[0.00002385878,0.0006975197,0.9836536,0.000004880402,0.00008355446,0.004301891,0.0003323641,0.0009551282,0.009360977,0.0001949012,0.0003810009,0.00001031861],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991311,0.00009536557,0.0004935898,0.000004409428,0.000001131521,0.00000532152,0.00002844857,0.000004257877,0.0002363645],"genre_scores_gemma":[0.9995814,0.00002458303,0.0002820081,0.000006493357,0.000003330641,0.000004454166,0.00005254268,0.000002387937,0.0000428149],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001238939,"threshold_uncertainty_score":0.004144669,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1099815337234098,"score_gpt":0.3547301772067752,"score_spread":0.2447486434833654,"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."}}