{"id":"W4200381067","doi":"10.1080/1744666x.2022.2010546","title":"Breast implant illness: scientific evidence of its existence","year":2021,"lang":"en","type":"review","venue":"Expert Review of Clinical Immunology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Implant; Breast implant; Silicone; Dermatology; Adverse effect; Internal medicine; Surgery","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.002583032,0.0004807053,0.008660006,0.0002174333,0.00007226204,0.00001193169,0.0005885035,0.0008174257,0.0006995309],"category_scores_gemma":[0.001547132,0.000314938,0.002483165,0.0007485462,0.001299696,0.0001194881,0.0003072305,0.0009672323,0.0001195908],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004801439,"about_ca_system_score_gemma":0.002017392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001023363,"about_ca_topic_score_gemma":0.000001441861,"domain_scores_codex":[0.9922084,0.00123389,0.004901031,0.0008562153,0.0004173093,0.0003831606],"domain_scores_gemma":[0.9931179,0.001707085,0.002784015,0.001344252,0.0008900059,0.0001567007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000389628,0.0001748311,0.000004813298,0.1455711,0.0005626096,0.00005644032,0.00001266547,7.038209e-10,0.000008884723,0.0001267447,0.001508366,0.8519346],"study_design_scores_gemma":[0.0001715105,0.0001366044,0.00001121279,0.4339083,0.0009618233,0.09117412,0.00001273176,1.525935e-7,0.00001238636,0.000002053654,0.4734442,0.0001649317],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004773019,0.9920822,0.000008539821,0.0002182536,0.006235254,0.001132383,0.00008137939,0.00002664063,0.0001675537],"genre_scores_gemma":[0.00001195715,0.9980638,0.0005397531,0.00008588242,0.000486122,0.00008331639,0.0002271397,0.00003651043,0.000465525],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8517697,"threshold_uncertainty_score":0.9999303,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1754894496157494,"score_gpt":0.4902967030165656,"score_spread":0.3148072534008163,"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."}}