{"id":"W2270517190","doi":"","title":"Improving lower limb function in patients with major muscular loss or denervation following resection of a sarcoma","year":2011,"lang":"en","type":"article","venue":"UWA Profiles and Research Repository (University of Western Australia)","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Denervation; Sarcoma; Resection; Surgery; Physical medicine and rehabilitation; Anatomy; Pathology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001427763,0.000198747,0.0003679019,0.0001374091,0.0001883196,0.0001080762,0.0001032151,0.0001479981,0.00148114],"category_scores_gemma":[0.0005449426,0.00007389774,0.0002425365,0.0001439512,0.0001513053,0.00008559428,0.0002036977,0.0002284256,0.0001307967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001106797,"about_ca_system_score_gemma":0.0001452675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006353224,"about_ca_topic_score_gemma":0.001581938,"domain_scores_codex":[0.999947,0.00001511639,0.000004880721,0.000008026538,0.000005683444,0.0000192716],"domain_scores_gemma":[0.9998462,0.00003194049,0.00003653065,0.000005425583,0.00000762965,0.00007232103],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02473021,0.01274612,0.6065124,0.001090897,0.0007045916,0.003943291,0.001873103,0.002251919,0.05471598,0.00006069196,0.001685426,0.2896853],"study_design_scores_gemma":[0.000548194,0.02796312,0.9674439,0.00003018413,0.00009743214,0.001755272,0.0003241048,0.0004196547,0.0008537608,0.00002652852,0.0005282043,0.000009649812],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996278,0.0001383287,0.000027835,0.00001830261,0.000003786237,0.00001271375,0.00001195498,0.000002477897,0.0001566946],"genre_scores_gemma":[0.9996439,0.00009869729,0.00006384019,0.00002284656,0.000005737737,0.00001149053,0.00003788796,3.210909e-7,0.0001151843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00148114,"threshold_uncertainty_score":0.004954934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06161773427853993,"score_gpt":0.2826770399577331,"score_spread":0.2210593056791932,"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."}}