{"id":"W4386718929","doi":"10.1016/j.autrev.2023.103448","title":"Breast implant illness: Is it causally related to breast implants?","year":2023,"lang":"en","type":"review","venue":"Autoimmunity Reviews","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Scientific evidence; Intensive care medicine; Epistemology; Philosophy","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001937658,0.001361332,0.006856377,0.0008807937,0.0004563925,0.0001115864,0.0007875123,0.001148252,0.001352779],"category_scores_gemma":[0.00006286516,0.0009575501,0.001826259,0.002125789,0.0001608015,0.000180665,0.000457984,0.002199946,0.0223233],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004123175,"about_ca_system_score_gemma":0.0008699155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005032873,"about_ca_topic_score_gemma":0.00005950764,"domain_scores_codex":[0.9934295,0.0008694954,0.003123651,0.0009884229,0.0005239369,0.001065028],"domain_scores_gemma":[0.9956217,0.0002593581,0.001256889,0.002036717,0.0002028568,0.0006224182],"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":[0.00003158637,0.00008779252,0.00000695679,0.02754628,0.000668811,0.0002061111,0.0002643672,2.502015e-8,0.000001608586,0.00003627177,0.04758694,0.9235632],"study_design_scores_gemma":[0.0002709089,0.00005113418,0.00008424895,0.05727594,0.001965366,0.3988179,0.00005022148,9.052195e-7,1.985555e-7,0.00001248335,0.5408784,0.0005922634],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009943538,0.9871176,0.000005177641,0.0006712885,0.002319487,0.004878805,0.002802886,0.0004724573,0.001632803],"genre_scores_gemma":[0.00000647378,0.9835962,0.000114294,0.0003436339,0.0003395856,0.0003911109,0.003145705,0.0002545435,0.01180844],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.922971,"threshold_uncertainty_score":0.9999138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09054066098740794,"score_gpt":0.3738561518117391,"score_spread":0.2833154908243312,"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."}}