{"id":"W2999135155","doi":"10.5999/aps.2019.00780","title":"A comparison of delayed versus immediate reconstruction following lower-extremity sarcoma resection","year":2020,"lang":"en","type":"article","venue":"Archives of Plastic Surgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Medicine; Seroma; Surgery; Sarcoma; Hematoma; Wound dehiscence; Dehiscence; Retrospective cohort study; Breast reconstruction; Complication; Cancer; Breast cancer; Internal medicine","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":[0.001271727,0.0001735493,0.0003368859,0.0008483309,0.0001803661,0.0004759389,0.0002910211,0.000213323,0.001337086],"category_scores_gemma":[0.005539258,0.00008270763,0.0004558629,0.0006073502,0.000282274,0.0004466901,0.0004008769,0.0002787428,0.00008350384],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002698507,"about_ca_system_score_gemma":0.0003405042,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002291245,"about_ca_topic_score_gemma":0.0004149893,"domain_scores_codex":[0.9992404,0.0002156094,0.0001719291,0.0001000575,0.0001851454,0.00008697841],"domain_scores_gemma":[0.9931483,0.002635271,0.003254319,0.0001509125,0.0004119152,0.0003993006],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00221433,0.0001119922,0.9832119,0.0002683143,0.0001390405,0.0004816203,0.00008946731,0.0001064185,0.0003888559,0.00004270541,0.00004558966,0.01289983],"study_design_scores_gemma":[0.00007938098,0.004962712,0.9848157,0.0001783203,0.0002946611,0.006907001,0.0008810986,0.0003118972,0.0008016178,0.0000894464,0.0006668232,0.0000113172],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978028,0.001676438,0.000149637,0.00001335923,0.000009675863,0.00001332716,0.00005638295,0.000001080563,0.0002773866],"genre_scores_gemma":[0.9994391,0.0003182656,0.0001054666,0.000007468363,0.00000956987,0.00000897769,0.00007078801,6.480843e-7,0.00003980433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001337086,"threshold_uncertainty_score":0.006725609,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04235994810744744,"score_gpt":0.2957346737118328,"score_spread":0.2533747256043853,"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."}}