{"id":"W2916495922","doi":"10.1177/1178223419830982","title":"Hematologic Malignancies of the Breast: A Contemporary Series Investigating Incidence, Presentation, Accuracy of Diagnosis on Core Needle Biopsy, and Hormone Receptor Expression","year":2019,"lang":"en","type":"article","venue":"Breast Cancer Basic and Clinical Research","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hôpital Maisonneuve-Rosemont","funders":"","keywords":"Medicine; Malignancy; Biopsy; Breast carcinoma; Estrogen receptor; Pathology; Lymphoma; Breast cancer; Internal medicine; Radiology; 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":[0.001125027,0.000145518,0.0004966768,0.0000933245,0.0001337309,0.00001918066,0.0001750147,0.0001608862,0.0001678184],"category_scores_gemma":[0.0009159862,0.00008644,0.0001032813,0.0004444477,0.001237116,0.0001595977,0.0003279516,0.0004551409,0.000004828662],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002675945,"about_ca_system_score_gemma":0.0005355516,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009893222,"about_ca_topic_score_gemma":0.00001189801,"domain_scores_codex":[0.9977934,0.0003062799,0.0006090131,0.0003820011,0.0006563256,0.0002529234],"domain_scores_gemma":[0.9969459,0.001630088,0.0002769956,0.0004109876,0.0005153398,0.000220664],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001080986,0.0002060844,0.9678548,0.000349608,0.0000355813,0.000003702388,0.000259256,3.094256e-7,0.02058081,0.0006553969,0.003170806,0.005802633],"study_design_scores_gemma":[0.001404825,0.0004593178,0.9894814,0.002141373,0.00002431617,0.0001866106,0.001609695,0.00003510288,0.003982702,0.0004488064,0.0001386069,0.00008723979],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9914313,0.001655699,0.000001100825,0.005674105,0.00007506165,0.0007088729,0.0001518207,0.00001132218,0.0002906962],"genre_scores_gemma":[0.9981313,0.001065383,0.0001047546,0.0001684043,0.00009106578,0.0001023364,0.000007870189,0.00001554492,0.0003133183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02162658,"threshold_uncertainty_score":0.4558206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1413346583231065,"score_gpt":0.4184077673947335,"score_spread":0.277073109071627,"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."}}