{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05040511,0.0009479784,0.004947009,0.01333445,0.001275648,0.003361398,0.001466628,0.00128604,0.002988579],"category_scores_gemma":[0.1247554,0.001098704,0.00357244,0.01339254,0.001807697,0.004041986,0.00368879,0.001075587,0.0001451496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0101203,"about_ca_system_score_gemma":0.01970764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009845528,"about_ca_topic_score_gemma":0.02202719,"domain_scores_codex":[0.9606495,0.02443406,0.009287968,0.001302449,0.003630513,0.0006955023],"domain_scores_gemma":[0.8569458,0.1205304,0.01228351,0.001233216,0.008029466,0.000977665],"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":[0.0002729424,0.00003385159,0.008869325,0.9025492,0.004026872,0.0004668484,0.03435476,0.0002035932,0.0003208327,0.001098042,0.001817379,0.04598648],"study_design_scores_gemma":[0.0003129173,0.0004288901,0.01772178,0.8789632,0.01602104,0.001033916,0.06184576,0.000232681,0.0003038381,0.001284634,0.0217148,0.0001365237],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0714745,0.9085457,0.001984423,0.005848156,0.0003021504,0.005057373,0.004212367,0.00003389044,0.002541352],"genre_scores_gemma":[0.4163898,0.5609472,0.008631666,0.003210871,0.0001066875,0.009062478,0.001166155,0.00002213537,0.0004630224],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05040511,"threshold_uncertainty_score":0.2665709,"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."}}