{"id":"W2996857806","doi":"10.32768/abc.201964156-160","title":"Breast Cancer with Internal Mammary Node Metastases: A Case Presented in a Tumor Board Session and Decision Making","year":2019,"lang":"en","type":"article","venue":"Archives of Breast Cancer","topic":"Breast Cancer Treatment Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"","keywords":"Medicine; Breast cancer; Metastasis; Oncology; Cancer; Radiation therapy; Dissection (medical); Lymph node; Radiology; Internal medicine; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005160833,0.0002580593,0.0003284791,0.0001246153,0.00004858478,0.00002030709,0.0001629971,0.00003922975,0.00004691729],"category_scores_gemma":[0.000004561323,0.0001960371,0.00007318179,0.0001205712,0.0001537723,0.00002222844,0.0003615979,0.0001109143,9.723102e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003610024,"about_ca_system_score_gemma":0.0001375524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003822544,"about_ca_topic_score_gemma":0.003300951,"domain_scores_codex":[0.9987034,0.00005849513,0.0002437668,0.0005293998,0.0001655797,0.0002993664],"domain_scores_gemma":[0.9993156,0.00006169958,0.0001607688,0.0003318356,0.00005133609,0.00007882507],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007786817,0.0002266148,0.7652239,0.0002093878,0.000508634,0.0004282053,0.0004997316,0.0005219459,0.02093406,0.00002122467,0.0001495807,0.2034899],"study_design_scores_gemma":[0.004786063,0.0001487379,0.9790655,0.002160296,0.0001198702,0.008165754,0.0004892659,0.0008240326,0.003497383,0.0001107212,0.0002286476,0.000403756],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950207,0.002302739,0.0007976126,0.0004289818,0.00008770045,0.0002923664,0.0008571756,0.00001019092,0.0002024759],"genre_scores_gemma":[0.9963627,0.000563822,0.002629685,0.0001521043,0.00008309865,0.0001222384,0.00001589818,0.00003230753,0.00003818449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2138416,"threshold_uncertainty_score":0.7994162,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00535257906566398,"score_gpt":0.266387931303239,"score_spread":0.261035352237575,"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."}}