{"id":"W2255346910","doi":"10.1302/0301-620x.90b6.19805","title":"Limb-sparing surgery preserves more function than amputation","year":2008,"lang":"en","type":"article","venue":"Journal of Bone and Joint Surgery - British Volume","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":210,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Amputation; Medicine; Quality of life (healthcare); Surgery; Multivariate analysis; Sarcoma; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002153948,0.0002573549,0.0003278177,0.0002955578,0.0003570753,0.0003196217,0.0001806891,0.0002397218,0.0009088178],"category_scores_gemma":[0.0008200911,0.0001046539,0.0003612324,0.0002678173,0.0003218941,0.0001726848,0.0002766744,0.0002414332,0.0002184544],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002429434,"about_ca_system_score_gemma":0.0001735102,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001386527,"about_ca_topic_score_gemma":0.002430477,"domain_scores_codex":[0.999843,0.00003288364,0.00001619636,0.00001911734,0.00002963859,0.00005902697],"domain_scores_gemma":[0.9996396,0.00005408885,0.0001492823,0.00001809032,0.0000284889,0.0001103356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006565727,0.0003289575,0.9636303,0.00004558774,0.0001301279,0.001583535,0.0002104485,0.0006377543,0.002559186,0.00003793956,0.0002474426,0.02993207],"study_design_scores_gemma":[0.00009680238,0.004736964,0.9870582,0.00002060503,0.00009608332,0.00574225,0.0001979648,0.0007113416,0.0004956402,0.00008215096,0.0007502545,0.0000117807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994118,0.000333449,0.00004225105,0.0000166433,0.000003676894,0.000002354662,0.0000281804,0.000001626839,0.0001600222],"genre_scores_gemma":[0.9996142,0.0001123926,0.00003142813,0.00001421876,0.000007360278,0.000002018278,0.00012764,6.276644e-7,0.00008992447],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001386527,"threshold_uncertainty_score":0.003040314,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04083420747541695,"score_gpt":0.236510425957527,"score_spread":0.1956762184821101,"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."}}