{"id":"W2981361303","doi":"10.5435/jaaosglobal-d-17-00045","title":"Primary Bone Tumors in Children and Adolescents Treated at a Referral Center in Northern Tanzania","year":2019,"lang":"en","type":"article","venue":"JAAOS Global Research and Reviews","topic":"Sarcoma Diagnosis and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"","keywords":"Medicine; Tanzania; Referral; Osteosarcoma; Sarcoma; Humerus; Pediatrics; Tibia; General surgery; Surgery; Family medicine; Pathology","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":[0.0005802205,0.000174607,0.0005910064,0.0001305741,0.0000384935,0.00002308309,0.00006423546,0.00007893077,0.0000380599],"category_scores_gemma":[0.00007345639,0.0001129429,0.00005920211,0.0004073913,0.00008125139,0.0000544855,0.0001727878,0.0002348824,0.0001877561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005391365,"about_ca_system_score_gemma":0.0000490149,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008451986,"about_ca_topic_score_gemma":0.003138365,"domain_scores_codex":[0.9981933,0.0002195971,0.000363409,0.000429902,0.0003076498,0.0004861513],"domain_scores_gemma":[0.9993638,0.00002483149,0.00004655135,0.0002732941,0.00004508349,0.0002463947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003785269,0.0007490101,0.949892,0.0002008716,0.00001372873,0.0001426102,0.00002772895,2.178808e-8,0.00005852539,0.00001032351,0.0005719533,0.04795473],"study_design_scores_gemma":[0.004788639,0.0003702173,0.9896613,0.001933827,0.00001016005,0.0001751052,0.00001115339,0.000003452762,0.00001333617,0.00003043297,0.002910024,0.00009230892],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9497544,0.04561497,2.092653e-8,0.0003892042,0.0000122446,0.00213373,0.00002214636,0.00000769842,0.002065581],"genre_scores_gemma":[0.965436,0.0338843,0.00002433133,0.0002179724,0.00002624347,0.00007719524,0.00007561424,0.00001104318,0.0002472853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04786242,"threshold_uncertainty_score":0.4605676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04052782155313771,"score_gpt":0.349545098421801,"score_spread":0.3090172768686633,"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."}}