{"id":"W2997745048","doi":"10.1097/gox.0000000000002554","title":"Death by Implants: Critical Analysis of the FDA-MAUDE Database on Breast Implant-related Mortality","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Jewish General Hospital; McGill University","funders":"","keywords":"Breast implant; Medicine; Anaplastic large-cell lymphoma; Implant; Breast cancer; Implant failure; Internal medicine; Lymphoma; Surgery; Cancer","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":[0.01088743,0.0005029485,0.003091638,0.01884237,0.0004705837,0.001680229,0.001474569,0.0008763733,0.003028097],"category_scores_gemma":[0.05543993,0.0004925651,0.003824384,0.01632299,0.0004365308,0.001288103,0.001633846,0.00101398,0.000616864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001941995,"about_ca_system_score_gemma":0.003195155,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008229179,"about_ca_topic_score_gemma":0.01097299,"domain_scores_codex":[0.9835872,0.0049009,0.006062236,0.001923278,0.00298366,0.0005428132],"domain_scores_gemma":[0.9112782,0.05127181,0.0227492,0.003775825,0.009990237,0.0009346067],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004445922,0.0001238469,0.84712,0.04829878,0.01595881,0.001018632,0.0008662659,0.0009624035,0.0003823589,0.001471322,0.03312827,0.04622336],"study_design_scores_gemma":[0.0007814569,0.0004933071,0.935073,0.01337762,0.01305481,0.002163089,0.001724793,0.002055294,0.0005185066,0.000729262,0.02985961,0.0001692336],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.361195,0.2707684,0.001905276,0.002642638,0.0001802621,0.002000532,0.3549116,0.0002043954,0.006191947],"genre_scores_gemma":[0.7315325,0.06887212,0.00377458,0.001974807,0.0002926766,0.003345576,0.1895714,0.0001049453,0.0005314294],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01884237,"threshold_uncertainty_score":0.05757892,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02321290756214545,"score_gpt":0.3050652580849069,"score_spread":0.2818523505227614,"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."}}