{"id":"W2529287928","doi":"10.1177/229255030201000508","title":"The Evolution of Breast Implants","year":2002,"lang":"en","type":"article","venue":"Canadian Journal of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Silicone; Capsular contracture; Sponge; Medicine; Implant; Food and drug administration; Breast implant; Breast augmentation; Augmentation Mammoplasty; Surgery; Breast cancer; Composite material; Breast reconstruction; Materials science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002632449,0.00006485071,0.000213406,0.0003036513,0.0001021429,0.00001143268,0.00004824608,0.00005592979,0.0002310849],"category_scores_gemma":[0.0002421118,0.00004163571,0.000152856,0.0001518485,0.0001269093,0.00006062094,0.000001858758,0.0001493584,0.0000158871],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001615414,"about_ca_system_score_gemma":0.0008089726,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001098452,"about_ca_topic_score_gemma":0.002207045,"domain_scores_codex":[0.9992181,0.00003010443,0.0003636516,0.00004536904,0.0001361796,0.0002065823],"domain_scores_gemma":[0.9982762,0.0008574934,0.0002375097,0.0000736224,0.0001715499,0.0003835974],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001772548,0.00002570348,0.7556503,0.00005056012,0.0002628041,0.0004433627,0.0001113616,0.00001318398,0.0003307865,0.0002127187,0.0446771,0.1980448],"study_design_scores_gemma":[0.0003486843,0.00004629073,0.6944298,0.000365175,0.0001207467,0.3026146,0.0003381924,0.0001452363,0.00005732586,0.00006401865,0.001397684,0.0000722755],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945627,0.001146979,0.00007713571,0.0002402108,0.003526466,0.0000282825,0.00003657726,0.000002445704,0.0003791364],"genre_scores_gemma":[0.9994473,0.00002767751,0.00001095638,0.000006132132,0.0003845689,2.508537e-7,0.00000132533,0.000006316647,0.0001154083],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3021712,"threshold_uncertainty_score":0.2530218,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01716491639039941,"score_gpt":0.196312822603809,"score_spread":0.1791479062134096,"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."}}