{"id":"W2165609083","doi":"10.1590/s0036-36342009000800029","title":"Life in the balance: my journey with breast cancer","year":2009,"lang":"es","type":"article","venue":"Salud Pública de México","topic":"Global Cancer Incidence and Screening","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Breast cancer; Medicine; General surgery; Biopsy; Breast biopsy; Left breast; Cancer; Surgery; Mammography; Radiology; Internal medicine","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":[0.0008547545,0.0003626472,0.0005421961,0.0001689799,0.0001729922,0.000221196,0.0005780735,0.0002166942,0.0006215054],"category_scores_gemma":[0.0002052025,0.0002295437,0.0001214045,0.001115678,0.000156516,0.0002355277,0.00003583762,0.0009323935,0.00008671108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003374009,"about_ca_system_score_gemma":0.001347562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001537576,"about_ca_topic_score_gemma":0.0003632372,"domain_scores_codex":[0.9970429,0.0002128193,0.0004565557,0.0004622773,0.0008769344,0.0009485318],"domain_scores_gemma":[0.9983745,0.0001054828,0.0001953899,0.0006230716,0.000184867,0.0005166786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001122184,0.0002482002,0.9229726,0.00006893842,0.00009368374,0.0004304428,0.002198757,0.0001323726,0.0004121676,0.00207011,0.04364401,0.0266065],"study_design_scores_gemma":[0.002253328,0.0005814742,0.9621019,0.001884733,0.0001852223,0.0005870423,0.001860139,0.0004228152,0.00006475741,0.0001963998,0.02954649,0.0003156729],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7590936,0.01857531,0.0001766834,0.1964994,0.0003078534,0.0008783544,0.0001260508,0.0001076721,0.02423503],"genre_scores_gemma":[0.9499145,0.002089031,0.0001751962,0.04558726,0.001853521,0.00004542575,0.000009156957,0.00002736468,0.0002985314],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1908209,"threshold_uncertainty_score":0.936052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04187681606247936,"score_gpt":0.3357805638494674,"score_spread":0.293903747786988,"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."}}