{"id":"W1987049740","doi":"10.1016/j.breast.2014.01.003","title":"Lack of association between breast reconstructive surgery and the development of chronic pain after mastectomy: A propensity matched retrospective cohort analysis","year":2014,"lang":"en","type":"article","venue":"The Breast","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Northwestern University","keywords":"Medicine; Mastectomy; Breast reconstruction; Breast cancer; Propensity score matching; Chronic pain; Retrospective cohort study; Incidence (geometry); Surgery; Reconstructive surgery; Cohort; Breast surgery; Cancer; Internal medicine; Physical therapy","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003782713,0.0001504831,0.0008894931,0.00014569,0.00009567573,0.00001189629,0.00006737485,0.0001073465,0.00005916521],"category_scores_gemma":[0.00006290942,0.00008057521,0.0001826003,0.0004619422,0.0003448405,0.00006034293,0.00005174788,0.0001881975,0.000003666714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002759338,"about_ca_system_score_gemma":0.0001582555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001536335,"about_ca_topic_score_gemma":0.0002156507,"domain_scores_codex":[0.9983826,0.0004079876,0.000495207,0.0002091995,0.0003128547,0.0001921187],"domain_scores_gemma":[0.9983271,0.0005174329,0.0005565465,0.0002490167,0.0002966677,0.00005320338],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006180603,0.00002423042,0.9273354,0.00006354915,0.002462573,3.05804e-7,0.0004874919,6.24674e-7,0.00006240403,0.00002818569,0.000009721825,0.06890745],"study_design_scores_gemma":[0.0009118955,0.00001989317,0.994887,0.000123019,0.001765228,0.001168485,0.0001843448,0.0001827149,0.0004551023,0.0002062795,0.000004323742,0.00009173826],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978323,0.00003702142,0.0005746898,0.0006483739,0.00006299732,0.0004727761,0.00007494628,0.00001813774,0.0002787309],"genre_scores_gemma":[0.9994645,0.00000505542,0.0001572944,0.00001331379,0.000161458,0.00002491461,0.00003189361,0.00001081891,0.0001307321],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06881572,"threshold_uncertainty_score":0.3285762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479573029657687,"score_gpt":0.2260058091403765,"score_spread":0.2112100788437997,"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."}}