{"id":"W2168533991","doi":"10.3109/08880011003663382","title":"CHILDHOOD ACUTE LYMPHOBLASTIC LEUKEMIA (ALL) PRESENTING WITH SEVERE OSTEOLYSIS: A Model to Study Leukemia-Bone Interactions and Potential Targeted Therapeutics","year":2010,"lang":"en","type":"article","venue":"Pediatric Hematology and Oncology","topic":"Bone health and treatments","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Children's Hospital; University of Calgary","funders":"","keywords":"Medicine; Osteopenia; Osteolysis; Leukemia; Lymphoblastic Leukemia; Bone disease; Immunology; Cancer research; Pathology; Osteoporosis; Surgery; Bone mineral","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":[0.0001598012,0.0002722272,0.0007001827,0.0002780117,0.000273778,0.00001543482,0.00006742341,0.0002953572,0.00003130722],"category_scores_gemma":[0.00005986126,0.0002102535,0.00004646765,0.000232554,0.00008917785,0.0000902462,0.0001168852,0.0006045393,0.00001919244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001472581,"about_ca_system_score_gemma":0.0009317005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015344,"about_ca_topic_score_gemma":0.0003784666,"domain_scores_codex":[0.9982956,0.0000974162,0.0004275581,0.000519749,0.0001472779,0.0005123838],"domain_scores_gemma":[0.998811,0.0002211793,0.0001747303,0.0002598556,0.0001056306,0.0004275749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003075997,0.003149011,0.9687493,0.0002060554,0.002330816,0.003055856,0.00764673,0.0001651267,0.0007383697,0.000346905,0.0003531242,0.01018266],"study_design_scores_gemma":[0.04807207,0.01070209,0.8211755,0.0000353448,0.02016383,0.07284942,0.002022184,0.02102006,0.0003891699,0.001393907,0.0009380075,0.001238473],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962981,0.0002964528,0.0003544611,0.001347681,0.0002457282,0.001034823,0.00001264948,0.00008042522,0.0003297103],"genre_scores_gemma":[0.9938505,0.0001979272,0.00419446,0.001200909,0.0001375149,0.0001738398,0.00002186011,0.00003135315,0.0001915898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1475739,"threshold_uncertainty_score":0.8573891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01356230912405474,"score_gpt":0.3029402477022061,"score_spread":0.2893779385781514,"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."}}