{"id":"W2467791739","doi":"10.1097/prs.0000000000001575","title":"Shifting Autologous Breast Reconstruction into an Ambulatory Setting","year":2015,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Breast Implant and Reconstruction","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Plastic Surgeons; SickKids Foundation; Hospital for Sick Children; Women's College Hospital; University of Toronto","funders":"","keywords":"Medicine; Ambulatory; Quality of life (healthcare); Prospective cohort study; Body mass index; American society of anesthesiologists; Breast reconstruction; Physical therapy; Cohort; Surgery; Breast cancer; Internal medicine; Nursing; 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":[0.0009588231,0.0004486358,0.0008596401,0.0007238082,0.0002921654,0.00007764195,0.0001037635,0.0003782099,0.0001848091],"category_scores_gemma":[0.0007103427,0.0004221095,0.0002494653,0.0004825597,0.0006184327,0.0008348323,0.00005998734,0.0006323998,0.0001466964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004152927,"about_ca_system_score_gemma":0.00106108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00014067,"about_ca_topic_score_gemma":0.00004105085,"domain_scores_codex":[0.9969578,0.0002575398,0.000884647,0.0007747845,0.0004440875,0.0006810935],"domain_scores_gemma":[0.9966897,0.001144859,0.0004778176,0.0003881328,0.0004897407,0.0008097767],"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":[0.0004741682,0.00006211897,0.3275562,0.00007678288,0.0001501535,0.00009613304,0.0004308804,0.00001367922,0.0005122249,0.0001045036,0.0001397652,0.6703834],"study_design_scores_gemma":[0.001873693,0.0002039535,0.2803186,0.0008349195,0.0003741208,0.7013938,0.006663027,0.003417522,0.001286191,0.002551988,0.0001157922,0.0009663555],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9890994,0.0001294652,0.0008806528,0.0001227434,0.007309175,0.0002891769,0.00004345814,0.0004813946,0.001644558],"genre_scores_gemma":[0.9899458,0.000006353467,0.008438758,0.00004269309,0.001319332,0.0000253844,0.0001071392,0.00006696796,0.00004752901],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7012977,"threshold_uncertainty_score":0.9998231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02480448113896246,"score_gpt":0.2544024282867162,"score_spread":0.2295979471477538,"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."}}