{"id":"W2946357558","doi":"10.1016/j.bjps.2019.05.013","title":"Increasing body mass index increases complications but not failure rates in microvascular breast reconstruction: A retrospective cohort study","year":2019,"lang":"en","type":"article","venue":"Journal of Plastic Reconstructive & Aesthetic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Medicine; Body mass index; Breast reconstruction; Surgery; Retrospective cohort study; Cohort; Obesity; Complication; Mastectomy; Cohort study; Breast cancer; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0035023,0.0006336013,0.002517599,0.001964287,0.0001681634,0.0001147673,0.0002673045,0.0003239836,0.000417473],"category_scores_gemma":[0.001093847,0.0005717106,0.001246193,0.001075173,0.0006559437,0.0007445695,0.00007250848,0.001301066,0.00004007395],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007238717,"about_ca_system_score_gemma":0.001049176,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003801355,"about_ca_topic_score_gemma":0.00003086246,"domain_scores_codex":[0.9943893,0.001086217,0.002199106,0.0008411829,0.0008507961,0.0006334167],"domain_scores_gemma":[0.9937878,0.001899469,0.00164275,0.0007523003,0.001559022,0.0003586111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001332228,0.0006396099,0.9760293,0.00006039226,0.0009919453,0.0003057342,0.00006093917,0.00001328925,0.009415552,0.00004242943,0.00008249829,0.01102605],"study_design_scores_gemma":[0.0021157,0.0002960264,0.8628924,0.001354025,0.0004313555,0.1272891,0.002316928,0.00005625948,0.002334295,0.0003749992,0.00007046919,0.0004684357],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958447,0.000205515,0.0006284859,0.0001386975,0.001104796,0.001567395,0.0000444801,0.00007310838,0.0003927896],"genre_scores_gemma":[0.996726,0.0001595032,0.002724076,0.00005128124,0.0001550047,0.00005816179,0.00001618033,0.00007922381,0.00003056236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1269833,"threshold_uncertainty_score":0.9996734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008670648841661226,"score_gpt":0.2386756924331531,"score_spread":0.2300050435914918,"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."}}