{"id":"W2604770548","doi":"10.1097/gox.0000000000001281","title":"Survival Differences in Women with and without Autologous Breast Reconstruction after Mastectomy for Breast Cancer","year":2017,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Women's College Hospital","funders":"","keywords":"Medicine; Mastectomy; Breast cancer; Hazard ratio; Breast reconstruction; Proportional hazards model; Prospective cohort study; Surgery; Stage (stratigraphy); Cohort study; Total Mastectomy; Cohort; Gynecology; Cancer; Obstetrics; Internal medicine; Confidence interval","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003879908,0.0004303039,0.001203673,0.0001864748,0.0003674935,0.0003684505,0.0002399936,0.0002255683,0.0002930548],"category_scores_gemma":[0.00009433843,0.0003234999,0.00008211241,0.000163513,0.0009979963,0.0009066992,0.0001743534,0.0002530334,0.000005806232],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003972798,"about_ca_system_score_gemma":0.0006165159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001062642,"about_ca_topic_score_gemma":0.001671458,"domain_scores_codex":[0.9976838,0.00009457134,0.0005132622,0.0007796047,0.0002309266,0.0006977826],"domain_scores_gemma":[0.9981949,0.0003504829,0.0004952507,0.0003656639,0.0002565332,0.0003371772],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.009714476,0.00003712838,0.6020631,0.00007591397,0.0002058741,0.00002196324,0.00003864843,3.438792e-7,0.000009713503,0.00004886777,0.000006936407,0.3877771],"study_design_scores_gemma":[0.003160463,0.000105373,0.893084,0.001056969,0.0001317101,0.1007072,0.0006474543,0.0001146301,0.00001151785,0.0005816035,0.0000107347,0.000388382],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934751,0.00005852693,0.0001474303,0.0003827232,0.002222086,0.001117242,0.001803438,0.00004635148,0.0007470872],"genre_scores_gemma":[0.9979157,0.00004139644,0.00113033,0.00002300806,0.0002507025,0.0005383765,0.00001055622,0.00002867103,0.00006125214],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3873887,"threshold_uncertainty_score":0.9999217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02305638195319835,"score_gpt":0.2756291516173384,"score_spread":0.2525727696641401,"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."}}