{"id":"W2043296000","doi":"10.1002/cncr.24511","title":"Immediate postmastectomy reconstruction is associated with improved breast cancer‐specific survival","year":2009,"lang":"en","type":"article","venue":"Cancer","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":89,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Western University; Dalhousie University","funders":"","keywords":"Medicine; Breast cancer; Breast reconstruction; Hazard ratio; Mastectomy; Population; Internal medicine; Oncology; Proportional hazards model; Cancer; Epidemiology; Confidence interval; Surgery; Gynecology","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":[0.0004404034,0.0001487412,0.0002490195,0.0003078669,0.0001189128,0.0003489254,0.0002069806,0.0002348277,0.003402224],"category_scores_gemma":[0.003310929,0.00008353945,0.0004475038,0.0003033821,0.0002336503,0.0001647678,0.0003057813,0.0003863244,0.0001283912],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001545301,"about_ca_system_score_gemma":0.0002459527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005249981,"about_ca_topic_score_gemma":0.0009093591,"domain_scores_codex":[0.9997068,0.00007827235,0.00002670621,0.00005479304,0.00007424514,0.00005913606],"domain_scores_gemma":[0.9975252,0.0006356105,0.001373856,0.0001043192,0.0001038345,0.0002572458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004175443,0.00008724366,0.9810662,0.00007189223,0.0001228184,0.000139731,0.00004510608,0.0003482358,0.0007914551,0.00004487764,0.0002566196,0.01660824],"study_design_scores_gemma":[0.000006293141,0.0001637281,0.9984993,0.00001248496,0.00005421988,0.0006044179,0.00003458054,0.0002071011,0.0001700039,0.00003463628,0.0002099612,0.000003167645],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974413,0.001390201,0.0002332361,0.0001333726,0.00001386421,0.00000522694,0.0001222625,0.00001379968,0.0006466945],"genre_scores_gemma":[0.9993642,0.0002749028,0.0000970453,0.00002115116,0.00001561239,0.000002396771,0.0000986755,0.000001637267,0.0001243242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003402224,"threshold_uncertainty_score":0.01138163,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01353676512210982,"score_gpt":0.2468122764077804,"score_spread":0.2332755112856705,"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."}}