{"id":"W2919532882","doi":"10.1158/1538-7445.sabcs18-p5-16-01","title":"Abstract P5-16-01: Is breast reconstruction safe in women over 70? An analysis of the national surgical quality improvement program (NSQIP) database","year":2019,"lang":"en","type":"article","venue":"Cancer Research","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Breast reconstruction; Breast cancer; Mastectomy; Surgery; Demographics; Database; Lymph node; Cancer; Internal medicine; Demography","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":[0.002445018,0.000158476,0.0004788305,0.001757347,0.000273411,0.0007437054,0.0004372367,0.0003401951,0.001689114],"category_scores_gemma":[0.009152573,0.0001526462,0.0007813895,0.004694781,0.0001918889,0.0005924564,0.0006464506,0.0004748047,0.0002405892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005850161,"about_ca_system_score_gemma":0.0007685313,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00984602,"about_ca_topic_score_gemma":0.008018603,"domain_scores_codex":[0.9980343,0.0004643266,0.0005314172,0.0002655874,0.0005199998,0.0001843258],"domain_scores_gemma":[0.9884013,0.002243737,0.007266408,0.0004600296,0.000986496,0.000642198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008408699,0.00001312313,0.9980039,0.00004355301,0.00007669888,0.00002048287,0.00002686229,0.00003065787,0.00002237357,0.00001511438,0.0005521391,0.001110913],"study_design_scores_gemma":[0.000008973638,0.00002007625,0.9993033,0.00002689052,0.00002907761,0.00005817532,0.0001145182,0.0001527023,0.00001450929,0.000009731581,0.0002597352,0.000002319018],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9766369,0.001092898,0.0001466964,0.0003630788,0.0000150704,0.00005590048,0.02081606,0.00001038843,0.0008630942],"genre_scores_gemma":[0.9888713,0.0004005982,0.0001495595,0.0001189385,0.00001777319,0.00004873411,0.01030412,0.000004097306,0.00008482028],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00984602,"threshold_uncertainty_score":0.01957744,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07634660072219543,"score_gpt":0.4410974108764067,"score_spread":0.3647508101542113,"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."}}