{"id":"W3006363508","doi":"10.1158/1538-7445.sabcs19-ot3-09-01","title":"Abstract OT3-09-01: Use of Oncotype DX DCIS for disease management in a prospective DCIS registry","year":2020,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Breast cancer; Oncology; Internal medicine; Mastectomy; Cohort; Ductal carcinoma; Breast-conserving surgery; Cancer registry; Prospective cohort study; Gynecology; Cancer","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007096183,0.0002694129,0.0006435086,0.0009836475,0.0006620049,0.001802527,0.001110271,0.0006755418,0.004477226],"category_scores_gemma":[0.02360553,0.0002904786,0.00119864,0.003604593,0.0004095345,0.0009509931,0.001394803,0.0007988441,0.0006853787],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001029786,"about_ca_system_score_gemma":0.002664033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01597918,"about_ca_topic_score_gemma":0.01863307,"domain_scores_codex":[0.9942059,0.002871096,0.000946679,0.0008571688,0.0007681494,0.0003509813],"domain_scores_gemma":[0.9751164,0.006825025,0.0104473,0.00314058,0.002482286,0.001988407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006326148,0.0002417285,0.9695147,0.0005965076,0.001039492,0.0001436028,0.0002012315,0.0002335217,0.0001998505,0.0003292038,0.01139738,0.009776685],"study_design_scores_gemma":[0.002514813,0.0008596187,0.9844809,0.0005597061,0.001958917,0.0002494246,0.0006229454,0.001575673,0.0003682177,0.0004111485,0.006334171,0.0000646269],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.915858,0.001799448,0.00104981,0.001780575,0.0001593596,0.00134828,0.07039158,0.00008490212,0.007528147],"genre_scores_gemma":[0.9769333,0.000453732,0.0009702485,0.0004846022,0.0001154277,0.001072685,0.01943319,0.00002654489,0.0005101816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01597918,"threshold_uncertainty_score":0.03752869,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042511513432157,"score_gpt":0.4066634363085729,"score_spread":0.3024122849653572,"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."}}