{"id":"W4396725460","doi":"10.1097/sap.0000000000003882","title":"Immediate Breast Reconstruction With Latissimus Dorsi Myocutaneous Flap and Silicone Implant Followed by Adjuvant Radiotherapy for Breast Cancer","year":2024,"lang":"en","type":"article","venue":"Annals of Plastic Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Continental (Canada)","funders":"","keywords":"Medicine; Breast reconstruction; Silicone; Breast cancer; Adjuvant radiotherapy; Radiation therapy; Implant; Surgery; Adjuvant; Breast implant; Mastectomy; Cancer; Oncology; Internal medicine","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":[0.0002250592,0.0002664579,0.0006684453,0.0002868971,0.00007461276,0.00003915613,0.00003526821,0.000155339,0.0001555396],"category_scores_gemma":[0.00002481387,0.00019304,0.000190834,0.000218785,0.0001973097,0.0001663502,0.000008587361,0.0001542638,0.000002378268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003158825,"about_ca_system_score_gemma":0.0002614654,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001667633,"about_ca_topic_score_gemma":0.0000284494,"domain_scores_codex":[0.9985347,0.00003282273,0.0004466081,0.0003883365,0.0002130223,0.0003844787],"domain_scores_gemma":[0.9978285,0.00150092,0.0001628384,0.0001333065,0.0001496413,0.0002247574],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"case_report","study_design_scores_codex":[0.005189771,0.0000834724,0.04358925,0.0008454235,0.001248613,0.0001943408,0.0001205357,0.00001175262,0.02074443,0.00002348754,0.01724603,0.9107029],"study_design_scores_gemma":[0.003766285,0.0008014624,0.2192714,0.006598029,0.001211801,0.7501084,0.0003760858,0.005630009,0.008725294,0.000144097,0.00225649,0.001110645],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987943,0.004767304,0.0003288962,0.001025378,0.002537572,0.0003264182,0.002960448,0.00009662672,0.00001436152],"genre_scores_gemma":[0.9969971,0.001943443,0.0000886224,0.00006796845,0.000554555,0.00004243241,0.0001314364,0.00005083609,0.0001236128],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9095923,"threshold_uncertainty_score":0.7871944,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.018700249402422,"score_gpt":0.272210365506749,"score_spread":0.2535101161043271,"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."}}