{"id":"W2319252768","doi":"10.1097/prs.0000000000000773","title":"Outcomes in Primary Breast Augmentation","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":68,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Capsular contracture; Inframammary fold; Implant; Breast augmentation; Surgery; Breast implant; Retrospective cohort study; Prosthesis; Complication; Dentistry; Breast reconstruction; Breast cancer; Internal medicine","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003175925,0.0002013963,0.0005679495,0.000517979,0.00003565793,0.00001852905,0.00003759623,0.0001243671,0.0001178034],"category_scores_gemma":[0.0002044402,0.0001710089,0.0001262893,0.0002919224,0.0001748913,0.000274122,0.00002349759,0.0002269604,0.0001140118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003279047,"about_ca_system_score_gemma":0.0004888544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005620328,"about_ca_topic_score_gemma":0.0000217043,"domain_scores_codex":[0.9985721,0.00007353672,0.0004677637,0.0002995041,0.0002795736,0.0003075766],"domain_scores_gemma":[0.9983971,0.0009394569,0.0001530174,0.0001414176,0.0001305398,0.0002384568],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004667784,0.00008321519,0.8324949,0.00003902937,0.00006780461,0.00006061251,0.00008407123,0.000003516717,0.0001069212,0.00004890164,0.0002122481,0.166332],"study_design_scores_gemma":[0.001615161,0.0000320876,0.9433095,0.0001707781,0.00005974022,0.05338855,0.0006174376,0.00007224659,0.0001816615,0.0003315764,0.0000230401,0.0001982434],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931692,0.00004451478,0.0002047052,0.000137817,0.003008923,0.000219826,0.0000520063,0.00007943606,0.003083578],"genre_scores_gemma":[0.9985799,0.000005430637,0.0008845693,0.0000469992,0.0001861885,0.00002387,0.0001029928,0.00002094671,0.0001491255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1661338,"threshold_uncertainty_score":0.6973541,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02853394643380752,"score_gpt":0.2551540555224637,"score_spread":0.2266201090886562,"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."}}