{"id":"W1984944754","doi":"10.1007/bf01616363","title":"Pseudoangiomatous stromal hyperplasia","year":2005,"lang":"en","type":"article","venue":"International Journal of Angiology","topic":"Breast Lesions and Carcinomas","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Fibroadenoma; Angiosarcoma; Pathology; Stromal cell; Angiology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001205519,0.00006863429,0.0001809422,0.000206583,0.00001486289,0.000008193571,0.000163397,0.00006574419,0.0004621312],"category_scores_gemma":[0.00004810344,0.00005198557,0.0002022873,0.00004197808,0.0000467967,0.00007891101,0.00002835718,0.0001366397,0.0000762703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006948804,"about_ca_system_score_gemma":0.0001017992,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000386751,"about_ca_topic_score_gemma":0.000001681987,"domain_scores_codex":[0.9992741,0.00002167665,0.0002999994,0.0000698768,0.0002188125,0.0001154881],"domain_scores_gemma":[0.999284,0.00003701669,0.0001508231,0.00007167476,0.0003600229,0.00009650888],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004009034,0.001734731,0.4151821,0.00001740327,0.00277728,0.007282279,0.0008000662,0.0002482959,0.1761362,0.01835301,0.07222775,0.3012319],"study_design_scores_gemma":[0.003323438,0.0008700991,0.7721807,0.00007710062,0.0001283264,0.1152048,0.0001494223,0.0002582016,0.002894293,0.0003624513,0.1044264,0.0001247667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9854517,0.0005007524,0.0004089827,0.009896517,0.0006091155,0.00002764744,0.000004004251,0.000009401293,0.003091883],"genre_scores_gemma":[0.9930308,0.00003350059,0.003916016,0.0009698143,0.001708087,6.073691e-7,0.000004549755,0.000008081972,0.0003285634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3569987,"threshold_uncertainty_score":0.5060013,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00894907298877181,"score_gpt":0.288289244515478,"score_spread":0.2793401715267062,"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."}}