{"id":"W1501450534","doi":"10.1002/cncr.25552","title":"Patient satisfaction with postmastectomy breast reconstruction","year":2010,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":132,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; McMaster University","funders":"","keywords":"Medicine; Breast reconstruction; Patient satisfaction; Silicone; Implant; Mastectomy; Breast cancer; Saline; Multivariate analysis; Quality of life (healthcare); Breast implant; Surgery; Cancer; Internal medicine; Nursing","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":[0.00002248897,0.00008779534,0.0001129636,0.00006642636,0.00006115411,0.0000108239,0.00001066163,0.00008425933,0.0009082775],"category_scores_gemma":[0.000001436476,0.00006151442,0.0000296105,0.0001015169,0.00007619878,0.0001082456,0.00000468084,0.000247502,0.00002526614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004455587,"about_ca_system_score_gemma":0.00009744721,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003389018,"about_ca_topic_score_gemma":0.001018889,"domain_scores_codex":[0.9995043,0.000006763757,0.0001044501,0.0001508002,0.0001077862,0.0001258583],"domain_scores_gemma":[0.9996267,0.000005879092,0.00006473861,0.0001150228,0.00009800877,0.00008968299],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002197607,0.000008353128,0.1918091,0.00001409607,0.00002711561,0.000003879592,0.0000388515,0.000001005975,0.01492119,0.0000328379,0.00007038286,0.7928535],"study_design_scores_gemma":[0.001104271,0.0001199582,0.7904869,0.0001172563,0.00007958076,0.2018731,0.0001608983,0.00004442162,0.005187081,0.00003862798,0.0006559447,0.0001320029],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959286,0.00002909567,0.00002457437,0.0003605368,0.001713575,0.0001850485,0.00002104779,0.00007153038,0.001665934],"genre_scores_gemma":[0.9986429,0.000008186225,0.0006741132,0.00004034588,0.0004500654,0.00002721244,0.000006438135,0.00001298328,0.0001377526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7927215,"threshold_uncertainty_score":0.9945001,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005909412636114872,"score_gpt":0.225754637746134,"score_spread":0.2198452251100191,"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."}}