{"id":"W1982438630","doi":"10.1097/01.prs.0000371803.58729.79","title":"67C: FUNCTION AND HEALTH STATUS OUTCOMES FOLLOWING SOFT TISSUE RECONSTRUCTION FOR LIMB PRESERVATION IN EXTREMITY SOFT TISSUE SARCOMA","year":2010,"lang":"en","type":"article","venue":"Plastic & Reconstructive Surgery","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Soft tissue; Soft tissue sarcoma; Sarcoma; Reconstructive surgery; Surgery; Pathology","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":[0.0006153889,0.0003367263,0.0008738264,0.0004835984,0.0001803685,0.0000542712,0.00004140945,0.0002055946,0.00009273703],"category_scores_gemma":[0.002034469,0.0003092448,0.0001805788,0.0002646846,0.0001353285,0.0004733824,0.00003411644,0.0003445372,0.00001003724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002474809,"about_ca_system_score_gemma":0.0003767535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005338077,"about_ca_topic_score_gemma":0.001192842,"domain_scores_codex":[0.9976972,0.00008591823,0.000729685,0.0006403129,0.0002580924,0.0005887715],"domain_scores_gemma":[0.9947746,0.004196414,0.000328448,0.0002775408,0.0001335308,0.0002895051],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001660687,0.0001549939,0.6228465,0.00008659823,0.0001062778,0.000008968609,0.00006842079,0.000001635313,0.0006136037,0.0001135359,0.00006860315,0.3757648],"study_design_scores_gemma":[0.002112105,0.0002529511,0.9922236,0.0002381367,0.0001509171,0.000151739,0.0002497461,0.0003114957,0.0007364128,0.002192979,0.001120675,0.0002592341],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902477,0.0006982553,0.003241961,0.0006182831,0.003780895,0.001173514,0.00006652805,0.00009905013,0.00007383557],"genre_scores_gemma":[0.9951736,0.00007881904,0.003928353,0.0001204609,0.0001788822,0.0002941453,0.0001352285,0.00004388514,0.00004664668],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3755056,"threshold_uncertainty_score":0.999936,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0369341278289777,"score_gpt":0.3035460219326846,"score_spread":0.2666118941037069,"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."}}