{"id":"W2109542395","doi":"10.1002/jso.23829","title":"A prospective study of mastectomy patients with and without delayed breast reconstruction: Long‐term psychosocial functioning in the breast cancer survivorship period","year":2014,"lang":"en","type":"article","venue":"Journal of Surgical Oncology","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Sunnybrook Health Science Centre; Foothills Medical Centre; University Health Network; Women's College Hospital; University of Toronto","funders":"Canadian Institutes of Health Research","keywords":"Mastectomy; Medicine; Psychosocial; Breast cancer; Prospective cohort study; Distress; Quality of life (healthcare); Survivorship curve; Breast reconstruction; Cancer; Surgery; Internal medicine; Psychiatry; Clinical psychology; Nursing","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005947776,0.0001352879,0.0005735196,0.0001698904,0.00008657622,0.00001552687,0.000063575,0.0001310364,0.00008469006],"category_scores_gemma":[0.000005678562,0.00007362349,0.00006376192,0.0002438115,0.0002190736,0.0001392959,0.00001343759,0.0005091442,4.552012e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285304,"about_ca_system_score_gemma":0.0001487694,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001451032,"about_ca_topic_score_gemma":0.001049913,"domain_scores_codex":[0.9985121,0.0003455306,0.0005166308,0.0001558337,0.0003010147,0.0001689299],"domain_scores_gemma":[0.9987582,0.0001071741,0.0005575976,0.00007982989,0.0004011928,0.00009599653],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00975002,0.0006053993,0.7926535,0.00001765466,0.0001788761,0.00003674559,0.001088411,0.000002593433,0.000004300432,0.00001049215,0.000003594115,0.1956484],"study_design_scores_gemma":[0.01284172,0.003015045,0.8195888,0.000139323,0.0001976185,0.1626306,0.001460929,0.00000731073,8.871946e-7,0.00001581293,0.00003426602,0.00006759439],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975972,0.00003673901,0.00002054449,0.0009323694,0.0005571069,0.0003850647,0.000007932987,0.000005102517,0.0004579583],"genre_scores_gemma":[0.9991746,0.00001960911,0.00006367175,0.00001426678,0.0006921457,0.00001151172,0.000001345725,0.000009898587,0.00001296811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1955808,"threshold_uncertainty_score":0.3002279,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327567476976718,"score_gpt":0.2827414683568783,"score_spread":0.2694657935871111,"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."}}