{"id":"W4292607186","doi":"10.1097/sap.0000000000003243","title":"Breast Implant–Related Adverse Events During Mammography","year":2022,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; Université de Sherbrooke","funders":"","keywords":"Medicine; Implant; Breast implant; Adverse effect; Mammography; Breast cancer; Food and drug administration; Surgery; Cancer; Internal medicine; Medical emergency","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002717099,0.0003357454,0.0009324952,0.00500954,0.0003210424,0.000879473,0.0005599807,0.0007485689,0.004469364],"category_scores_gemma":[0.01950061,0.0001615908,0.001186082,0.008515864,0.0002889619,0.0009724378,0.000582767,0.0003588218,0.0005442721],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007179932,"about_ca_system_score_gemma":0.001063172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002682833,"about_ca_topic_score_gemma":0.004221944,"domain_scores_codex":[0.9953405,0.0009290629,0.002175072,0.000344889,0.001088396,0.0001220875],"domain_scores_gemma":[0.960856,0.01804219,0.01879395,0.0004806687,0.001567618,0.0002595884],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00173118,0.0001335357,0.6373098,0.1177598,0.002127109,0.006030838,0.0009119121,0.0004253017,0.001948391,0.0005514856,0.02004755,0.2110231],"study_design_scores_gemma":[0.000209019,0.0005862676,0.8370291,0.04917128,0.003170168,0.02913998,0.0009384271,0.0003639985,0.002076377,0.00060972,0.07661599,0.0000896589],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2647936,0.6679438,0.001383353,0.002246838,0.0003498049,0.0007831497,0.04727246,0.0001195058,0.01510747],"genre_scores_gemma":[0.6958417,0.2715214,0.003071179,0.004142774,0.0009638758,0.0006662566,0.02185843,0.00003818257,0.001896208],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00500954,"threshold_uncertainty_score":0.01495153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02486769983586938,"score_gpt":0.253308388879565,"score_spread":0.2284406890436956,"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."}}