{"id":"W4381736788","doi":"10.21873/anticanres.16502","title":"Postoperative Limb Function and QOL in Elderly Patients With Malignant Bone Tumor/Soft Tissue Sarcoma","year":2023,"lang":"en","type":"article","venue":"Anticancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Perioperative; Quality of life (healthcare); Sarcoma; Sarcopenia; Soft tissue; Surgery; Bone Sarcoma; Physical therapy; Internal medicine","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":[0.0003455011,0.0001261804,0.0002544292,0.0003604796,0.0001262811,0.0000414687,0.00004631287,0.00004134484,0.0001225979],"category_scores_gemma":[0.00008622335,0.00008686013,0.00002027864,0.000822918,0.0001549565,0.00008938188,0.00007169248,0.0002430477,0.0001773591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001268919,"about_ca_system_score_gemma":0.0001277478,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008366032,"about_ca_topic_score_gemma":0.0003731307,"domain_scores_codex":[0.9982305,0.000101913,0.0001692372,0.0003799706,0.000644077,0.0004743156],"domain_scores_gemma":[0.9991582,0.0002146359,0.00002156304,0.0002320581,0.0002328935,0.0001406495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009356461,0.0006407724,0.9505011,0.00005207752,0.00005428676,0.0006400131,0.0002890537,0.00000131106,0.0008005872,0.0002888561,0.00116199,0.04463429],"study_design_scores_gemma":[0.003412856,0.004194738,0.9876465,0.0002562634,0.00002424499,0.00001337313,0.000318768,0.00006651242,0.001591805,0.0001313805,0.002245121,0.00009842268],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9943511,0.0007799357,0.000003282532,0.00340005,0.0000369792,0.0009273134,0.00001193173,0.00003677146,0.0004526208],"genre_scores_gemma":[0.9987206,0.0002849588,0.00005130642,0.0002022245,0.00004129972,0.0002268056,0.00004373513,0.00002617948,0.0004028897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04453586,"threshold_uncertainty_score":0.3542053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04390647536921228,"score_gpt":0.359354107394259,"score_spread":0.3154476320250468,"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."}}