{"id":"W3188442387","doi":"10.1136/bmjopen-2021-054055","title":"Protocol for a national cohort study to explore the long-term clinical and patient-reported outcomes and cost-effectiveness of implant-based and autologous breast reconstruction after mastectomy for breast cancer: the brighter study","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Research Trainees Coordinating Centre; Academy of Medical Sciences; University of Bristol; Department of Health and Social Care; National Institute for Health and Care Research; Research for Patient Benefit Programme; NIHR Bristol Biomedical Research Centre; University Hospitals Bristol NHS Foundation Trust","keywords":"Medicine; Breast reconstruction; Breast cancer; Mastectomy; Quality of life (healthcare); Cohort; Cancer; Medical physics; Internal medicine; Nursing","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":[0.03815184,0.003278609,0.003421172,0.003394978,0.004017371,0.002707157,0.00278261,0.004409184,0.09219879],"category_scores_gemma":[0.04220423,0.002490667,0.004286936,0.004490776,0.001667177,0.003230251,0.002372498,0.005727813,0.02083195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00530921,"about_ca_system_score_gemma":0.02089944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006565413,"about_ca_topic_score_gemma":0.009956643,"domain_scores_codex":[0.9776015,0.01365119,0.003655866,0.001984354,0.001862381,0.00124471],"domain_scores_gemma":[0.9740562,0.005213992,0.003866864,0.005496393,0.009256648,0.002109813],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.1982677,0.01859212,0.0309176,0.04580741,0.004725862,0.001962863,0.003763624,0.0088061,0.003851046,0.03113847,0.494754,0.1574132],"study_design_scores_gemma":[0.2623245,0.02549634,0.08582444,0.02717943,0.002425911,0.0008961826,0.002960618,0.0101188,0.003328002,0.02153393,0.5570809,0.0008309877],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.001137743,0.0001174193,0.002330522,0.0003120787,0.0003058033,0.9837699,0.01006983,0.00007030122,0.00188636],"genre_scores_gemma":[0.0009709017,0.00004665293,0.001389406,0.0001738081,0.00002214068,0.995859,0.001202659,0.000004959824,0.0003304472],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.09219879,"threshold_uncertainty_score":0.3084357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1224334036553191,"score_gpt":0.4575254324628196,"score_spread":0.3350920288075005,"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."}}