{"id":"W3189873342","doi":"10.21037/gs-21-266","title":"Risk of rheumatic disease in breast implant users: a qualitative systematic review","year":2021,"lang":"en","type":"review","venue":"Gland Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; Université de Montréal; McGill University; Centre Hospitalier de l’Université de Montréal","funders":"Université de Montréal","keywords":"Medicine; Breast implant; CINAHL; Internal medicine; Cohort study; Rheumatoid arthritis; MEDLINE; Disease; Dermatology; Implant; Surgery; Psychological intervention","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.002105789,0.0004009905,0.007182502,0.0004260047,0.00002816158,0.00001310147,0.00007660826,0.0001803224,0.00007920566],"category_scores_gemma":[0.0006000955,0.0002491857,0.001301017,0.0005733164,0.00006072544,0.00005658277,0.0000312995,0.0003675953,0.00003329016],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000103646,"about_ca_system_score_gemma":0.0009441751,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001277363,"about_ca_topic_score_gemma":0.00001077581,"domain_scores_codex":[0.9950799,0.001888935,0.002084672,0.0003357142,0.0003376135,0.0002732042],"domain_scores_gemma":[0.9953662,0.002474322,0.001326226,0.000500055,0.0001116812,0.0002214708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00001738967,0.00006777462,0.000432127,0.8521292,0.0005902092,0.0002189356,0.0001209415,1.462017e-8,3.035858e-9,0.00000663906,0.0007321751,0.1456846],"study_design_scores_gemma":[0.0001678851,0.000006005404,0.00008437557,0.9481263,0.008025596,0.04176434,0.0001568437,0.000002023254,1.321692e-8,0.000008926693,0.001422278,0.0002354851],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0004281706,0.9964489,0.00000507682,0.00003609495,0.0004052787,0.001655916,0.0009812675,0.00002162827,0.00001762436],"genre_scores_gemma":[0.0001024238,0.998262,0.00002028027,0.00001679243,0.00005704626,0.0002121028,0.001221951,0.00003461432,0.00007278072],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.1454491,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04823962446490123,"score_gpt":0.3441564406921266,"score_spread":0.2959168162272254,"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."}}