{"id":"W1651525714","doi":"10.1177/229255031302100209","title":"Implant-associated anaplastic large cell lymphoma of the breast: Insight into a poorly understood disease","year":2013,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Anaplastic large-cell lymphoma; Medicine; Breast implant; Seroma; Implant; T-cell lymphoma; Disease; Lymphoma; Surgery; Pathology; Complication","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001989284,0.0002195056,0.0005558517,0.000432302,0.0001584019,0.00004492781,0.000149311,0.00009379772,0.0003905903],"category_scores_gemma":[0.001207193,0.0001432059,0.0004978959,0.0003837835,0.0001159737,0.0001384521,0.00001813249,0.0001121138,0.00004220181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007615301,"about_ca_system_score_gemma":0.005635833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006514553,"about_ca_topic_score_gemma":0.008810942,"domain_scores_codex":[0.9982572,0.0001049043,0.0006264934,0.00015535,0.0003671051,0.0004889494],"domain_scores_gemma":[0.9956571,0.001764283,0.0004864144,0.0002385602,0.0003512533,0.001502318],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001489019,0.0008395484,0.9613926,0.0001078352,0.0004905022,0.001881701,0.000402748,0.00001867614,0.00008701348,0.00007072746,0.03306989,0.00148982],"study_design_scores_gemma":[0.00302998,0.0001552021,0.9929582,0.0006833125,0.0005425453,0.0007565185,0.0001977735,0.00009845957,0.0001050201,0.00009963814,0.001229089,0.0001442541],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959375,0.001019097,0.00001560453,0.0008924368,0.001570809,0.0001680357,0.0002089344,0.0000060495,0.000181592],"genre_scores_gemma":[0.9993596,0.00002898734,0.000008775331,0.0003514605,0.0001157229,0.00000773961,0.00002286938,0.00002628551,0.00007854898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0318408,"threshold_uncertainty_score":0.9997725,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009161720700461158,"score_gpt":0.191144261459942,"score_spread":0.1819825407594809,"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."}}