{"id":"W3102684132","doi":"10.1097/gox.0000000000003180","title":"Secondary Implant Augmentation in the Subpectoral Plane following Abdominal-based Perforator Flaps for Breast Reconstruction","year":2020,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery Global Open","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Impact; McMaster University","funders":"","keywords":"Medicine; Implant; Surgery; Breast reconstruction; Complication; Perioperative; Breast augmentation; Breast implant; Retrospective cohort study; Perforator flaps; Breast cancer; 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":[0.0007608519,0.0004717575,0.000367101,0.0006053702,0.000279481,0.00042283,0.0002593933,0.0002600942,0.002155987],"category_scores_gemma":[0.001809916,0.000149748,0.0005957666,0.0004089271,0.0003516248,0.0002918644,0.0003796119,0.0004624891,0.0002873725],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001851678,"about_ca_system_score_gemma":0.0003358344,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007874929,"about_ca_topic_score_gemma":0.0001346127,"domain_scores_codex":[0.9996138,0.00008164368,0.00006256389,0.00003633865,0.0001168482,0.00008872283],"domain_scores_gemma":[0.9985976,0.0005421945,0.0005531758,0.00009476294,0.00007889286,0.0001333933],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001394401,0.000381198,0.8578199,0.0004398389,0.0001592254,0.04346224,0.0003383255,0.0006289721,0.02780405,0.0001528633,0.000302221,0.06711689],"study_design_scores_gemma":[0.00007674147,0.004280382,0.5218613,0.0001334509,0.0001430971,0.4563257,0.000467103,0.001329653,0.01365572,0.0002546393,0.001450111,0.00002206965],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984781,0.000510703,0.0006833647,0.00001525912,0.000008162846,0.00001651602,0.00002442115,0.000009090997,0.0002543607],"genre_scores_gemma":[0.9991881,0.0002136583,0.0003987869,0.00001513652,0.00001165829,0.00001237346,0.00004523502,0.000002333638,0.0001126589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002155987,"threshold_uncertainty_score":0.00721252,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02748459082228486,"score_gpt":0.2860027319391952,"score_spread":0.2585181411169103,"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."}}