{"id":"W2937830464","doi":"10.1097/prs.0000000000005695","title":"Synergistic Interaction Increases Complication Rates following Microvascular Breast Reconstruction","year":2019,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Society of Plastic Surgeons; University Health Network","funders":"","keywords":"Medicine; Perioperative; Breast reconstruction; Complication; Absolute risk reduction; Logistic regression; Surgery; Body mass index; Internal medicine; Breast cancer; Confidence interval; 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":[0.001380716,0.0002875967,0.0004311763,0.0007931492,0.0003751649,0.0007542349,0.0003818317,0.0003271502,0.003107272],"category_scores_gemma":[0.01051968,0.0002221898,0.001029444,0.0008454182,0.000331643,0.000479501,0.001129464,0.0008569538,0.0002018028],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000311981,"about_ca_system_score_gemma":0.0005457131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004483205,"about_ca_topic_score_gemma":0.0008466956,"domain_scores_codex":[0.9982673,0.0005456175,0.0002374537,0.0002385382,0.0005051128,0.0002059808],"domain_scores_gemma":[0.9897863,0.003206734,0.005577145,0.0005044354,0.0004369474,0.0004885492],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002513535,0.00004921157,0.9904041,0.00004687555,0.0002165468,0.0003936886,0.00004998745,0.0002367394,0.0003803303,0.00005734046,0.0001236133,0.00779028],"study_design_scores_gemma":[0.000009659109,0.0003508987,0.9919363,0.00004322741,0.000251124,0.004686978,0.0001925394,0.001369533,0.0005069637,0.0003314273,0.0003033227,0.00001799177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971409,0.001019306,0.0008663478,0.0001459532,0.00001629095,0.000009927517,0.00008632332,0.00001502,0.0006999768],"genre_scores_gemma":[0.9992704,0.0002168163,0.0003170896,0.00002508731,0.00001941683,0.000005475254,0.00006727516,0.000004547798,0.00007385167],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003107272,"threshold_uncertainty_score":0.01039487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01336398269519495,"score_gpt":0.2512805172343438,"score_spread":0.2379165345391488,"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."}}