{"id":"W2034154852","doi":"10.1097/prs.0000000000001054","title":"Does Breast Reconstruction after Mastectomy for Breast Cancer Affect Overall Survival? Long-Term Follow-Up of a Retrospective Population-Based Cohort","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"Women's College Hospital; Lunenfeld-Tanenbaum Research Institute","funders":"Physicians' Services Incorporated Foundation","keywords":"Breast cancer; Medicine; Hazard ratio; Retrospective cohort study; Mastectomy; Interquartile range; Population; Breast reconstruction; Internal medicine; Oncology; Cancer; Proportional hazards model; Cohort; Gynecology; Confidence interval","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006640374,0.0005785925,0.001499032,0.0007339826,0.000132874,0.00004938236,0.00009926906,0.0003820418,0.0004044258],"category_scores_gemma":[0.0003564787,0.0004169351,0.0006663688,0.0004693893,0.0004235794,0.0004792562,0.00003523639,0.0003666148,0.00001759978],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008120988,"about_ca_system_score_gemma":0.0009486218,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007825997,"about_ca_topic_score_gemma":0.0006087885,"domain_scores_codex":[0.996652,0.0001946447,0.0009971304,0.0008870845,0.0006123676,0.0006567528],"domain_scores_gemma":[0.9955397,0.0015752,0.0007727054,0.00040534,0.00125701,0.0004500707],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007388942,0.00008075221,0.9099951,0.0004028094,0.0007075432,0.00001937267,0.00004305082,0.00001169895,0.0002225006,0.00002995554,0.0000440277,0.08105429],"study_design_scores_gemma":[0.004227164,0.0001054794,0.9761509,0.001334569,0.0007459537,0.01550204,0.0001200859,0.0002895603,0.0006741027,0.0003200786,0.000001876637,0.0005281694],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9799155,0.00007778639,0.001126762,0.0001321714,0.01369166,0.001384009,0.003428291,0.0001515139,0.0000922967],"genre_scores_gemma":[0.9973029,0.00001586165,0.000655546,0.00001553976,0.001143622,0.0003321761,0.0003080507,0.00008865097,0.0001376647],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08052613,"threshold_uncertainty_score":0.9998282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01684998067198476,"score_gpt":0.2546593543251895,"score_spread":0.2378093736532048,"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."}}