{"id":"W1488544666","doi":"10.1002/cncr.24510","title":"Breast reconstructive surgery in medically underserved women with breast cancer","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Cancer Institute","keywords":"Medicine; Breast cancer; Mastectomy; Reconstructive surgery; Medicaid; Family medicine; Logistic regression; Multivariate analysis; Cancer; Surgery; Health care; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003348029,0.00009586992,0.00008146143,0.0002368221,0.0003942547,0.0002453589,0.0001417786,0.0001554213,0.003400998],"category_scores_gemma":[0.002324738,0.00005548125,0.0001077755,0.0001940325,0.0001501648,0.0001594253,0.0003134198,0.0002574903,0.0001735862],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002408524,"about_ca_system_score_gemma":0.0004851098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00612339,"about_ca_topic_score_gemma":0.01110767,"domain_scores_codex":[0.9997754,0.00008290206,0.00001588347,0.00001765287,0.0000502963,0.0000579561],"domain_scores_gemma":[0.9988433,0.0002477983,0.0006691506,0.00001771103,0.00006029994,0.0001616916],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000250385,0.0000818235,0.9940174,0.00002249766,0.00001088393,0.0001014987,0.0002222847,0.00003331751,0.0001066193,0.00002106441,0.0002286622,0.005128905],"study_design_scores_gemma":[0.000005296977,0.0001183383,0.9969837,0.00004618751,0.00001250187,0.0005846505,0.001500325,0.00014929,0.00007057263,0.00004147461,0.0004856945,0.000001859545],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985826,0.0002499587,0.00002157324,0.0002832077,0.000003728703,0.000006256181,0.00006697328,0.000001373471,0.0007843949],"genre_scores_gemma":[0.9995403,0.0001563737,0.00003738943,0.00009859129,0.000008811288,0.000005116066,0.00004315103,4.547909e-7,0.000109707],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00612339,"threshold_uncertainty_score":0.0121755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01680997514309956,"score_gpt":0.2521369776804697,"score_spread":0.2353270025373701,"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."}}