{"id":"W1992414649","doi":"10.1097/prs.0b013e3182a3bf5d","title":"Decision Regret following Breast Reconstruction","year":2013,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":95,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; Women's College Hospital; University of Toronto; Canadian Society of Plastic Surgeons; University Health Network","funders":"Canadian Institutes of Health Research","keywords":"Regret; Multinomial logistic regression; Logistic regression; Patient satisfaction; Scale (ratio); Medicine; Demography; Internal medicine; Surgery; Statistics; Mathematics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002471362,0.0001825693,0.0002919209,0.0004328914,0.0002987361,0.0006836979,0.0002236457,0.0003664597,0.003967317],"category_scores_gemma":[0.02282167,0.00008132088,0.0006028759,0.0003285642,0.0003784815,0.0003592481,0.0006455185,0.0006689063,0.0002075599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004559533,"about_ca_system_score_gemma":0.0004350929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006068436,"about_ca_topic_score_gemma":0.0007302472,"domain_scores_codex":[0.998318,0.0008718754,0.0001393771,0.00008048974,0.0003940779,0.0001963486],"domain_scores_gemma":[0.9853153,0.007956403,0.005225873,0.000275961,0.0006279967,0.0005984135],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001011618,0.0003537874,0.8962612,0.0002216516,0.0003619518,0.0006577086,0.0008143096,0.002157307,0.0004692454,0.0008666095,0.001527404,0.09529721],"study_design_scores_gemma":[0.00007590346,0.001057074,0.9764379,0.0002327882,0.0002206288,0.005021525,0.001543606,0.007901671,0.0009987657,0.003404625,0.003064094,0.00004145355],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928718,0.001678639,0.001057902,0.001219475,0.00005202004,0.00001766188,0.00009871444,0.00001175857,0.002992017],"genre_scores_gemma":[0.9991629,0.0002634198,0.0001853722,0.0001069377,0.00002855745,0.000004434829,0.00006038536,0.00000135562,0.000186629],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003967317,"threshold_uncertainty_score":0.01327199,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01492376478265983,"score_gpt":0.2323036018352109,"score_spread":0.217379837052551,"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."}}