{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001422106,0.0001889193,0.0006679136,0.0003331539,0.00002626722,0.000009168643,0.00004081045,0.0001180474,0.0002040085],"category_scores_gemma":[0.001107574,0.0001564829,0.0001504759,0.0003515672,0.000081624,0.0001607936,0.00001583719,0.0001997187,0.00002126611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006361858,"about_ca_system_score_gemma":0.0001366655,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003173614,"about_ca_topic_score_gemma":0.000007860317,"domain_scores_codex":[0.9985517,0.0000620841,0.000614382,0.0002605386,0.0002461414,0.0002651619],"domain_scores_gemma":[0.9966199,0.002733699,0.0002335855,0.0001056953,0.0001308173,0.0001763197],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008951321,0.00008356894,0.8660122,0.0001250549,0.00009119081,0.00001133274,0.0001207194,0.00001437744,0.0006937125,0.000002148246,0.00005126155,0.1318993],"study_design_scores_gemma":[0.001915572,0.00009362574,0.9949864,0.0002592317,0.0000527394,0.001796794,0.00008324966,0.0004742635,0.0001729414,0.000002907258,0.00001250283,0.0001498075],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955609,0.00004499951,0.0001597492,0.0003136492,0.003618631,0.0001587978,0.00004418582,0.00005577514,0.00004330166],"genre_scores_gemma":[0.9993536,0.00001838952,0.0002831213,0.00004821283,0.0002038508,0.000006940325,0.00005478691,0.00002580195,0.000005322687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1317495,"threshold_uncertainty_score":0.6381187,"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."}}