{"id":"W3209150533","doi":"10.1136/bmjopen-2021-050886","title":"Best-BRA (Is subpectoral or prepectoral implant placement best in immediate breast reconstruction?): a protocol for a pilot randomised controlled trial of subpectoral versus prepectoral immediate implant-based breast reconstruction in women following mastectomy","year":2021,"lang":"en","type":"article","venue":"BMJ Open","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Population and Public Health","funders":"Medical Research Council; University of Bristol; Department of Health and Social Care; National Institute for Health and Care Research; University Hospitals Bristol NHS Foundation Trust; Academy of Medical Sciences; United Kingdom Clinical Research Collaboration","keywords":"Medicine; Randomized controlled trial; Breast reconstruction; Implant; Mastectomy; Observational study; Breast cancer; Surgery; Cancer","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":[0.05975076,0.005306335,0.009119267,0.003118394,0.003260243,0.004506403,0.003464581,0.01067861,0.07330323],"category_scores_gemma":[0.07146367,0.00260557,0.006825781,0.002970492,0.00469781,0.00489946,0.002574568,0.008326733,0.01258392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006280598,"about_ca_system_score_gemma":0.01825222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001811448,"about_ca_topic_score_gemma":0.003661561,"domain_scores_codex":[0.9530692,0.03233942,0.006935844,0.00249394,0.002596607,0.002565088],"domain_scores_gemma":[0.9659324,0.01397477,0.007303097,0.004199775,0.005571551,0.003018343],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.753189,0.01543094,0.001108229,0.1048856,0.003599902,0.0007439714,0.002190752,0.003147318,0.003415028,0.0115358,0.0337153,0.06703819],"study_design_scores_gemma":[0.8825133,0.02730677,0.002220735,0.0187266,0.00159973,0.0001483328,0.000426535,0.002614283,0.001270185,0.007430234,0.05551346,0.0002296762],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008321324,0.0001894016,0.000928936,0.0002085982,0.0003113115,0.9965983,0.0004564025,0.0000517567,0.0004232501],"genre_scores_gemma":[0.0007555246,0.00006220043,0.001372437,0.000100848,0.00002471361,0.9975147,0.00004488237,0.000002604485,0.0001221369],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.07330323,"threshold_uncertainty_score":0.3159959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06463279948718942,"score_gpt":0.3694576373768698,"score_spread":0.3048248378896803,"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."}}