{"id":"W2797985486","doi":"10.1155/2018/6846275","title":"A Longitudinal Study of Functional Outcomes in Patients with Limb Salvage Surgery for Soft Tissue Sarcoma","year":2018,"lang":"en","type":"article","venue":"Sarcoma","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Samsung; Soonchunhyang University","keywords":"Medicine; Soft tissue; Soft tissue sarcoma; Sarcoma; Surgery; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001790702,0.0002342441,0.000665653,0.0002918356,0.00007752553,0.00001205738,0.00007069163,0.00006128808,0.0001509685],"category_scores_gemma":[0.0001209026,0.0001648687,0.0001206561,0.0002622211,0.00009732899,0.00007919015,0.00004527003,0.00008232814,0.00002445809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008956978,"about_ca_system_score_gemma":0.00007868637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001842478,"about_ca_topic_score_gemma":0.0005757351,"domain_scores_codex":[0.9983509,0.00004609198,0.0004356775,0.0003822422,0.0004562667,0.0003288435],"domain_scores_gemma":[0.9985619,0.0005383661,0.0001432573,0.0003936253,0.0002594584,0.0001034472],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001925495,0.01208691,0.976081,0.00004393909,0.0003133475,0.00004637925,0.0001832609,6.035569e-7,0.00001081057,0.00003089314,0.0008896418,0.008387789],"study_design_scores_gemma":[0.009141611,0.005173112,0.9844795,0.00008215365,0.00019018,0.000006731154,0.0001450098,0.000007990737,0.0002203947,0.00004543737,0.0003546652,0.0001531528],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976993,0.0001309783,0.00008515862,0.0002724598,0.0001851275,0.00145732,0.00003364828,0.00003389312,0.0001021072],"genre_scores_gemma":[0.9989144,0.000001825739,0.0003981626,0.0001301246,0.0001081803,0.0002381687,0.00007058529,0.00003660765,0.0001019403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008398634,"threshold_uncertainty_score":0.6723151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04097073608046737,"score_gpt":0.2977664094498264,"score_spread":0.256795673369359,"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."}}