{"id":"W1964988865","doi":"10.1007/s10549-012-2215-1","title":"Improving size, lymph node metastatic rate, breast conservation, and mortality of invasive breast cancer in Rhode Island women, a well-screened population","year":2012,"lang":"en","type":"article","venue":"Breast Cancer Research and Treatment","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"National Center for Chronic Disease Prevention and Health Promotion","keywords":"Medicine; Breast cancer; Mammography; Cancer; Mortality rate; Population; Internal medicine; Cancer registry; Demography; Oncology; Gynecology; Environmental health","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":[0.0003862922,0.0001364561,0.0001609265,0.0002263094,0.000258897,0.0002517447,0.0003649461,0.0002847353,0.001034079],"category_scores_gemma":[0.001899755,0.00009354685,0.0002522596,0.0001937465,0.0002086222,0.0002929829,0.0002945993,0.0003637731,0.0001409446],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004374418,"about_ca_system_score_gemma":0.0006829929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.07040154,"about_ca_topic_score_gemma":0.1206179,"domain_scores_codex":[0.9998277,0.00008229393,0.00001152736,0.0000153319,0.0000293944,0.00003354654],"domain_scores_gemma":[0.9996369,0.00006336057,0.000124989,0.0000195137,0.00005018423,0.000105062],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003212764,0.0003445689,0.9865806,0.00002490021,0.00005275685,0.0001569282,0.0001726144,0.0001213152,0.001023774,0.00004007116,0.0005933293,0.01056781],"study_design_scores_gemma":[0.00001762291,0.000219689,0.9988023,0.000006313924,0.00003510806,0.00009210993,0.0002882137,0.0001880652,0.0001101901,0.00001392041,0.0002243784,0.000002144857],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983996,0.0003452405,0.00001819768,0.0004285003,0.000004744762,0.000008190516,0.00008927133,0.000002135544,0.0007041614],"genre_scores_gemma":[0.9988855,0.0002645757,0.0001004412,0.0001042917,0.00001122968,0.000009439931,0.0001411817,0.000001456971,0.0004819843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07040154,"threshold_uncertainty_score":0.1399835,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09048571225189866,"score_gpt":0.3910630532848707,"score_spread":0.3005773410329721,"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."}}