{"id":"W2095799175","doi":"10.1093/jnci/djr027","title":"Long-Term Outcomes of Invasive Ipsilateral Breast Tumor Recurrences After Lumpectomy in NSABP B-17 and B-24 Randomized Clinical Trials for DCIS","year":2011,"lang":"en","type":"article","venue":"JNCI Journal of the National Cancer Institute","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":780,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital","funders":"National Cancer Institute; AstraZeneca","keywords":"Lumpectomy; Medicine; Randomized controlled trial; Oncology; Internal medicine; Ductal carcinoma; Mastectomy; Breast cancer; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002065914,0.0001490508,0.0007501806,0.00007917848,0.00004564366,0.00001165262,0.0002035728,0.00007208923,0.00002344821],"category_scores_gemma":[0.00170248,0.00008563718,0.0004612861,0.00006701455,0.0003632413,0.00002679443,0.00007881808,0.0001135073,2.024863e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005670919,"about_ca_system_score_gemma":0.0004494979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006271359,"about_ca_topic_score_gemma":0.0007400695,"domain_scores_codex":[0.9981558,0.0002871408,0.001009585,0.0001661802,0.0002588401,0.0001224387],"domain_scores_gemma":[0.9980996,0.0003410194,0.0009360095,0.00008216114,0.0004924064,0.0000487926],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.05307699,0.0002254888,0.9405606,0.00005109301,0.001432769,0.000006803055,0.0002840591,0.00002039371,0.0005312836,0.00007682639,0.0009252815,0.002808421],"study_design_scores_gemma":[0.04433694,0.00009527633,0.9505249,0.000189237,0.0002768745,0.00007631011,0.00001579188,0.00000307273,0.00345425,0.0006846683,0.0002235833,0.000119113],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946398,0.002026828,0.00006841133,0.0007737101,0.001706444,0.0004428783,0.0002631474,0.000001263271,0.0000775158],"genre_scores_gemma":[0.9975885,0.0007581852,0.0005292268,0.0003849514,0.0005632779,0.0001127096,0.000005307361,0.000007388115,0.00005042387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009964288,"threshold_uncertainty_score":0.3492183,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1740238591704341,"score_gpt":0.4249969340057309,"score_spread":0.2509730748352968,"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."}}