{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00118924,0.00046282,0.001110903,0.000199725,0.0002690327,0.0002173013,0.0003560384,0.0002122299,0.0003007855],"category_scores_gemma":[0.0007433023,0.0003781597,0.0006206106,0.0007477539,0.000263071,0.0007186735,0.00008015828,0.0004241199,0.00002089126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003976286,"about_ca_system_score_gemma":0.001178801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002178515,"about_ca_topic_score_gemma":0.0001132661,"domain_scores_codex":[0.9969218,0.000367941,0.0009236623,0.0008338756,0.0003464065,0.0006063455],"domain_scores_gemma":[0.9970509,0.001783204,0.000385334,0.0003206703,0.0001941607,0.0002657179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008624923,0.00020909,0.6126997,0.0004017269,0.000719821,0.0004672938,0.0002533741,0.00001638129,0.006353616,0.000496765,0.003319364,0.3664379],"study_design_scores_gemma":[0.0220904,0.002078505,0.8580462,0.003291018,0.002105018,0.04575411,0.01250074,0.003814976,0.03764678,0.00439037,0.004819326,0.003462506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880045,0.0001015269,0.004322425,0.0008295779,0.001684038,0.002635662,0.00140432,0.0001051511,0.0009128199],"genre_scores_gemma":[0.9891325,0.00001150237,0.008866825,0.0009105864,0.0002456616,0.0003498748,0.0004415032,0.00003713588,0.000004469836],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3629754,"threshold_uncertainty_score":0.999867,"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."}}