{"id":"W3104303880","doi":"10.1177/2292550320969646","title":"Outcomes of Immediate Alloplastic Breast Reconstruction in Patients Receiving Post-Mastectomy Radiotherapy","year":2020,"lang":"en","type":"article","venue":"Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; Western University","funders":"","keywords":"Mastectomy; Medicine; Radiation therapy; Breast reconstruction; General surgery; Breast cancer; Surgery; Internal medicine; 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":[0.0004799162,0.0001810291,0.0003328837,0.0004462445,0.0003979114,0.0006332222,0.0002963564,0.0003055735,0.001469927],"category_scores_gemma":[0.002220981,0.0001518123,0.0005127501,0.0005714461,0.0003131214,0.0003152613,0.0003952845,0.0004248986,0.000158555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003610308,"about_ca_system_score_gemma":0.0002947289,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006104454,"about_ca_topic_score_gemma":0.001073977,"domain_scores_codex":[0.9996356,0.00006642465,0.0000531993,0.00005120505,0.00008873457,0.000104863],"domain_scores_gemma":[0.9980709,0.0003244295,0.001213931,0.00006916717,0.00008539475,0.0002361668],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001713728,0.00005112826,0.9963531,0.00001308294,0.00003221539,0.0006696397,0.00005569777,0.0000577705,0.0001660038,0.00001055604,0.00005045569,0.002368894],"study_design_scores_gemma":[0.00001725047,0.000643372,0.9905703,0.00001624635,0.00003696777,0.007864669,0.0003192904,0.0001728417,0.0001616407,0.00002646042,0.0001649985,0.000006010985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995205,0.0002032762,0.0000351735,0.00001653908,0.00000347298,0.000005173097,0.00005095143,0.000001202227,0.0001637007],"genre_scores_gemma":[0.9997637,0.00006716423,0.00002892728,0.0000111996,0.00000521742,0.000004428631,0.00008191862,6.772012e-7,0.00003683298],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001469927,"threshold_uncertainty_score":0.004917443,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01314720629613205,"score_gpt":0.2154828495466957,"score_spread":0.2023356432505636,"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."}}