{"id":"W3013050076","doi":"10.1111/tbj.13792","title":"Identifying patients at risk of breast implant‐associated anaplastic large cell lymphoma: A commentary","year":2020,"lang":"en","type":"article","venue":"The Breast Journal","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Oncology; Library science; Internal medicine; Gerontology","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":[0.0003247106,0.0001920752,0.0003703638,0.00008486697,0.0004392385,0.00003135094,0.0001728518,0.00009031422,0.0002272633],"category_scores_gemma":[0.0000140358,0.0001235195,0.0002173421,0.0002206632,0.00006936061,0.0001237375,0.0001179487,0.0003693133,0.00005226634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001704817,"about_ca_system_score_gemma":0.00006759482,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006190503,"about_ca_topic_score_gemma":0.00002618237,"domain_scores_codex":[0.9983497,0.0001991789,0.0004891772,0.000157564,0.000425086,0.000379245],"domain_scores_gemma":[0.9986904,0.0000930456,0.0006028151,0.0001327381,0.000163731,0.0003173017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004625872,0.001441678,0.9086376,0.0001451069,0.00089086,0.0001524736,0.001950808,0.000006072458,0.001037682,0.000006256468,0.02578204,0.05532349],"study_design_scores_gemma":[0.01423092,0.0002615518,0.7389701,0.0002289258,0.0007730173,0.2438386,0.000631878,0.0004007445,0.0003450916,0.00004354284,0.0001086252,0.0001670184],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961723,0.0001071057,0.0001155941,0.001574688,0.0005632324,0.0001742676,0.00113122,0.00003102859,0.000130544],"genre_scores_gemma":[0.9989001,0.00004719259,0.00004607331,0.0003560003,0.0004561584,0.000001363594,0.0001265103,0.00002552006,0.00004106361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2436861,"threshold_uncertainty_score":0.5036978,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0110499150881915,"score_gpt":0.222736597251629,"score_spread":0.2116866821634375,"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."}}