{"id":"W1977394524","doi":"10.1002/cncr.24458","title":"Bone and soft tissue sarcomas are often curable—But at what cost?","year":2009,"lang":"en","type":"review","venue":"Cancer","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Sinai Hospital; University of Toronto; McMaster University; McMaster Children's Hospital","funders":"","keywords":"Medicine; Soft tissue; Bone Sarcoma; Amputation; Surgery; Quality of life (healthcare); Sarcoma; Osteosarcoma; Pathology; Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008054599,0.0005012972,0.002227938,0.0001201456,0.00009222739,0.00007462571,0.00008011981,0.0003029484,0.0006115849],"category_scores_gemma":[0.00003507081,0.0003520244,0.0002858449,0.00016463,0.00007082949,0.0001109469,0.00007560245,0.0002629396,0.0002122166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007837715,"about_ca_system_score_gemma":0.0002043497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006256402,"about_ca_topic_score_gemma":0.00006135194,"domain_scores_codex":[0.9982772,0.00005116136,0.0004384607,0.0005820393,0.0002649643,0.0003861097],"domain_scores_gemma":[0.9986622,0.0001499241,0.0003121116,0.0005166247,0.00007006156,0.0002891198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001216006,0.000122999,0.000367468,0.00470185,0.0002483957,0.0006087551,0.00002429429,7.073506e-8,3.996824e-7,0.00000910598,0.02453165,0.9693729],"study_design_scores_gemma":[0.000799918,0.00008446728,0.0004819467,0.03992251,0.002525327,0.0003827675,0.00002075272,4.851092e-7,0.00001250217,0.00001457859,0.9554524,0.0003022908],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00006051776,0.9961262,6.521733e-7,0.00123179,0.0003746729,0.001580352,0.000111313,0.00005385119,0.0004606693],"genre_scores_gemma":[0.00002170202,0.9912197,0.00004657656,0.00139637,0.0004943957,0.0008306219,0.0001914309,0.00007390073,0.005725283],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9690706,"threshold_uncertainty_score":0.9998932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06953414604288592,"score_gpt":0.3749569010103034,"score_spread":0.3054227549674174,"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."}}