{"id":"W4249725919","doi":"10.1055/s-0031-1276338","title":"Pseudoangiomatous stromal hyperplasia","year":2002,"lang":"en","type":"article","venue":"International Journal of Angiology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Fibroadenoma; Angiosarcoma; Angiology; Stromal cell; Pathology; Immunohistochemistry; Lesion; Hyperplasia; Histopathological examination; Internal medicine; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000868003,0.00006919822,0.0001854671,0.0002097677,0.00001610342,0.000008637356,0.0001621849,0.00006650195,0.001303232],"category_scores_gemma":[0.00005786483,0.00005248397,0.0002069255,0.00005098792,0.00005176315,0.00006158219,0.00002621146,0.0001377688,0.0001015539],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004709867,"about_ca_system_score_gemma":0.0000290475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003821732,"about_ca_topic_score_gemma":5.269067e-7,"domain_scores_codex":[0.9992812,0.00002413385,0.0002831661,0.00007134479,0.0002240497,0.0001161535],"domain_scores_gemma":[0.9993068,0.00004051252,0.0001481946,0.00007561519,0.0003324574,0.00009639262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00191825,0.002173716,0.5277107,0.00002515677,0.003163138,0.02081421,0.001102287,0.00006215394,0.1140212,0.01374331,0.1611416,0.1541243],"study_design_scores_gemma":[0.004246546,0.001537502,0.7474085,0.000113432,0.0001767874,0.1885934,0.0002094252,0.0006723615,0.001337783,0.000617292,0.05491557,0.0001714349],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9869542,0.0008060691,0.0002432982,0.005711444,0.0008906953,0.00002824566,0.000004183195,0.000009670273,0.005352199],"genre_scores_gemma":[0.9966194,0.00006908858,0.001281099,0.0006454049,0.0008290707,6.118876e-7,0.000002681035,0.000008164491,0.0005444792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196978,"threshold_uncertainty_score":0.9996097,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02104523755756057,"score_gpt":0.2633966517258367,"score_spread":0.2423514141682761,"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."}}