{"id":"W2930294435","doi":"10.21873/anticanres.13306","title":"Satisfaction After Joint-preservation Surgery in Patients With Musculoskeletal Knee Sarcoma Based on Various Scores","year":2019,"lang":"en","type":"article","venue":"Anticancer Research","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Knee Joint; Physical therapy; Joint (building); Joint replacement; Patient satisfaction; Sarcoma; Surgery; Arthroplasty; 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":[0.0004640893,0.0001430584,0.000293481,0.0005187279,0.00005021657,0.00003539445,0.0000422509,0.000069949,0.0007100698],"category_scores_gemma":[0.0001369476,0.0001030664,0.00008114976,0.0005409,0.00007694163,0.0001641426,0.00003416888,0.0003139588,0.0002458896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003475459,"about_ca_system_score_gemma":0.000225652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002024515,"about_ca_topic_score_gemma":0.0004506327,"domain_scores_codex":[0.9976438,0.0001617286,0.000220213,0.0003915312,0.001139057,0.0004436559],"domain_scores_gemma":[0.9986773,0.0004694046,0.00003849582,0.0004721882,0.000238298,0.0001043654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001919389,0.0008317146,0.9800051,0.0001153329,0.00003746237,0.000138581,0.00003165598,0.00002687388,0.00002438956,0.00003567959,0.0002817847,0.01655203],"study_design_scores_gemma":[0.003175144,0.001166407,0.994141,0.0004936305,0.00001740958,0.000001485492,0.0000132102,0.0005197084,0.0002185955,0.00003424051,0.0001107186,0.0001084917],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969659,0.0000864667,0.0000051892,0.001142054,0.00007897888,0.001121629,0.00000785069,0.00002192532,0.0005699603],"genre_scores_gemma":[0.9991498,0.00002413659,0.0000934475,0.000253575,0.00004702038,0.0002777061,0.00005328862,0.0000314955,0.00006952845],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01644354,"threshold_uncertainty_score":0.7774767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03564579802940331,"score_gpt":0.3245988452489525,"score_spread":0.2889530472195492,"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."}}