{"id":"W4249030219","doi":"10.1177/229255031402200412","title":"Update on anaplastic large cell lymphoma in women with breast implants","year":2014,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Anaplastic large-cell lymphoma; Breast implant; Medicine; Implant; CD30; Anaplastic lymphoma kinase; Lymphoma; Large cell; Surgery; Pathology; Internal medicine; Cancer; Lung cancer; Adenocarcinoma","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":[0.0002927095,0.000214376,0.0004541781,0.0004002736,0.0000559556,0.00001857248,0.00004572464,0.0001043669,0.0001778794],"category_scores_gemma":[0.000122078,0.0001558189,0.00004272711,0.0002694539,0.00004853538,0.00007438022,0.00001667957,0.0001340649,0.0003255561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001155736,"about_ca_system_score_gemma":0.0001304705,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001546307,"about_ca_topic_score_gemma":0.00003115049,"domain_scores_codex":[0.9985195,0.00005858647,0.0002827631,0.0003025349,0.0002449089,0.0005916852],"domain_scores_gemma":[0.9968181,0.00262619,0.00009898849,0.0001857312,0.00003400568,0.0002369353],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02193243,0.002326023,0.5641984,0.000533825,0.0001725805,0.0009625307,0.0002743431,0.00007169976,0.0004066238,0.0001607875,0.004611166,0.4043496],"study_design_scores_gemma":[0.006345134,0.0003280111,0.9506401,0.0006841951,0.00005598353,0.03836594,0.0001567233,0.001098632,0.000381879,0.00002651794,0.001533098,0.0003837664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972959,0.00001098606,0.0002146769,0.00005325745,0.001612518,0.0000821036,0.00006662702,0.00007143605,0.0005925472],"genre_scores_gemma":[0.9994525,0.000007978902,0.00003072802,0.00008697668,0.0002689416,0.00001999565,0.00005696192,0.00002999868,0.00004594811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4039658,"threshold_uncertainty_score":0.6354111,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006874018450982506,"score_gpt":0.1961204047988027,"score_spread":0.1892463863478202,"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."}}