{"id":"W2054902414","doi":"10.1002/cncr.11363","title":"Education, employment, insurance, and marital status among 694 survivors of pediatric lower extremity bone tumors","year":2003,"lang":"en","type":"article","venue":"Cancer","topic":"Childhood Cancer Survivors' Quality of Life","field":"Medicine","cited_by":186,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"National Institutes of Health; Arcadia Fund; National Cancer Institute; Children's Cancer Research Fund","keywords":"Medicine; Psychosocial; Cohort; Amputation; Marital status; Cancer; Cohort study; Pediatric cancer; Childhood cancer; Sarcoma; Gerontology; Physical therapy; Pediatrics; Demography; Population; Surgery; Psychiatry; Internal medicine; Pathology; Environmental health","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":[],"consensus_categories":[],"category_scores_codex":[0.0003804794,0.0002418874,0.0005242141,0.0001775146,0.00007145296,0.0000166151,0.00007487462,0.0001046898,0.0004185942],"category_scores_gemma":[0.000317007,0.0002414881,0.0001021216,0.0004992234,0.000204692,0.0001773897,0.00003699353,0.0002395538,0.000005313774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001642914,"about_ca_system_score_gemma":0.001089887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006118725,"about_ca_topic_score_gemma":0.002148468,"domain_scores_codex":[0.9980446,0.0001148157,0.0005621108,0.0004349836,0.0004409864,0.0004025595],"domain_scores_gemma":[0.9985678,0.0001045309,0.0002862677,0.0004291292,0.0002495545,0.0003627021],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008380535,0.0003315014,0.9905971,0.0003169352,0.00004818058,0.00000532374,0.0008454151,0.000003156283,0.00005981967,0.0002386781,0.005612736,0.00185735],"study_design_scores_gemma":[0.00121224,0.00008492406,0.9872677,0.0001563028,0.0001058813,0.00001176356,0.0004270248,0.000002078379,0.0003069463,0.0001776597,0.009995874,0.0002515603],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.981061,0.01227627,0.0000231299,0.0002420888,0.001106954,0.0004653255,0.00008652537,0.0000526082,0.004686084],"genre_scores_gemma":[0.9947547,0.001916195,0.0002604985,0.0005893616,0.0004675061,0.00007555123,0.00001875872,0.00004550334,0.001871948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01369366,"threshold_uncertainty_score":0.98476,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737661431550376,"score_gpt":0.2969862197275376,"score_spread":0.2796096054120338,"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."}}