{"id":"W6921490738","doi":"10.7282/t337773b","title":"Heterogeneity Between Ducts of the Same Nuclear Grade Involved by Duct Carcinoma In Situ (DCIS) of the Breast","year":2010,"lang":"en","type":"article","venue":"Rutgers University Community Repository (Rutgers University)","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; Alberta Health Services; Women's College Hospital; York University","funders":"National Institutes of Health","keywords":"In situ; Grading (engineering); Duct (anatomy); Carcinoma in situ; Carcinoma; Digital image analysis; Tumor grade; Breast cancer","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":[0.0008602258,0.0001275087,0.0002779684,0.002122535,0.0002428359,0.000954884,0.0002413204,0.0001896863,0.003822698],"category_scores_gemma":[0.004258554,0.0001514216,0.0001377518,0.0009965369,0.0005640704,0.0006811951,0.0006466727,0.0001857712,0.0004233525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003000489,"about_ca_system_score_gemma":0.0001320439,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005752739,"about_ca_topic_score_gemma":0.0009611557,"domain_scores_codex":[0.9994493,0.0001579546,0.0000855702,0.0001370537,0.0001162788,0.00005386438],"domain_scores_gemma":[0.9966472,0.001583936,0.0008495317,0.0004862671,0.0002998655,0.0001332906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001466384,0.00008646554,0.8034374,0.0002802647,0.0002481517,0.0009578154,0.001325696,0.0007459196,0.1391253,0.002090969,0.0005924519,0.04964335],"study_design_scores_gemma":[0.00003117424,0.0002195122,0.9633263,0.00003191549,0.0001275494,0.006040469,0.0009727491,0.00126459,0.02368305,0.002747908,0.001512586,0.00004215297],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965843,0.0003348065,0.001662463,0.00003676431,0.000009123517,0.00000915101,0.0002097429,0.00004294249,0.00111073],"genre_scores_gemma":[0.999076,0.0000773733,0.0004073883,0.00000907845,0.000007957608,0.000003412538,0.0001907069,0.00000832177,0.0002197649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003822698,"threshold_uncertainty_score":0.01278818,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01340204117275172,"score_gpt":0.1899975966778195,"score_spread":0.1765955555050678,"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."}}