{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008260038,0.0005370096,0.0006221498,0.000916919,0.0007705765,0.001297342,0.0008731938,0.001080335,0.003700268],"category_scores_gemma":[0.002773342,0.001120474,0.001504178,0.001445844,0.0004936683,0.0009430458,0.0005812085,0.00143931,0.0005420832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002582225,"about_ca_system_score_gemma":0.0004243548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003994213,"about_ca_topic_score_gemma":0.00417726,"domain_scores_codex":[0.9992229,0.0001571485,0.00009508588,0.0002758343,0.00009717522,0.0001518373],"domain_scores_gemma":[0.9973143,0.0004693012,0.001119663,0.000535032,0.0001817752,0.0003798369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002002023,0.00005291896,0.9989026,0.000006767254,0.0001934243,0.00009970635,0.000043582,0.00001250815,0.0001289617,0.0000110982,0.00005069167,0.000297425],"study_design_scores_gemma":[0.0000162361,0.0001700003,0.9985639,0.000006571937,0.0001631741,0.0005529599,0.0002469264,0.0001091211,0.00003757585,0.0000249521,0.00009940866,0.000009146908],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990389,0.0003008661,0.00009506312,0.00002817477,0.00001423173,0.000006754598,0.0002625323,0.000003535788,0.000250005],"genre_scores_gemma":[0.9992582,0.0001424705,0.00006980976,0.00002999876,0.00001991659,0.000008156059,0.0002731,0.000004668585,0.0001935168],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003994213,"threshold_uncertainty_score":0.01237857,"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."}}