{"id":"W1984292086","doi":"10.1002/micr.20895","title":"Free tissue transfer in reconstruction following soft tissue sarcoma resection","year":2011,"lang":"en","type":"article","venue":"Microsurgery","topic":"Reconstructive Surgery and Microvascular Techniques","field":"Medicine","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Surgery; Soft tissue; Amputation; Free flap; Soft tissue sarcoma; Microsurgery; Sarcoma; Radiation therapy; Adjuvant radiotherapy; Surgical margin; Resection","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007732271,0.0002455632,0.0005491422,0.0005589243,0.0000972206,0.00002115951,0.0001063546,0.0002793155,0.0005737019],"category_scores_gemma":[0.0001320657,0.0002490892,0.0003021952,0.0004441507,0.0001381412,0.0003307754,0.00003363421,0.0003694815,0.00003784315],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291391,"about_ca_system_score_gemma":0.00009699833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005246801,"about_ca_topic_score_gemma":0.0002231352,"domain_scores_codex":[0.99824,0.0001305415,0.000565847,0.0004732092,0.0001656844,0.0004247531],"domain_scores_gemma":[0.999159,0.00007352863,0.00005442836,0.0005294851,0.00007194326,0.0001115581],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002658676,0.0001299652,0.1390766,0.00007065797,0.00008438291,0.0002906946,0.0004012652,5.881179e-8,0.6701024,0.00003799019,0.0008094502,0.1887307],"study_design_scores_gemma":[0.0007790654,0.000133329,0.05073477,0.0003544378,0.00005969751,0.001576274,0.0001621399,0.000001475293,0.9357529,0.0005924178,0.009581644,0.000271835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9887869,0.0008345972,0.004288789,0.00006334008,0.001127672,0.000489531,0.00001221309,0.0002340647,0.004162939],"genre_scores_gemma":[0.9947419,0.0001596064,0.00415817,0.0001228904,0.0001327051,0.00005483445,0.00002642331,0.00005275002,0.0005507238],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2656506,"threshold_uncertainty_score":0.9999961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02507640472878651,"score_gpt":0.2582260891043631,"score_spread":0.2331496843755765,"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."}}