{"id":"W2108376289","doi":"10.1002/pbc.24040","title":"Predictors of bony morbidity in children with acute lymphoblastic leukemia","year":2011,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Bone health and osteoporosis research","field":"Medicine","cited_by":47,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre; Hamilton Health Sciences; McMaster Children's Hospital; McMaster University","funders":"","keywords":"Medicine; Osteopenia; Osteoporosis; Bone mineral; Internal medicine; Pediatrics; Standard score; Population","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":[0.000189838,0.0001711503,0.0004038205,0.0002704244,0.00003578807,0.00000387938,0.0001319268,0.000130025,0.0003271433],"category_scores_gemma":[0.00004559061,0.0001305578,0.00005877192,0.0007263952,0.00008853152,0.00007592922,0.00005016366,0.000314032,0.00001399845],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001571328,"about_ca_system_score_gemma":0.002077114,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009985853,"about_ca_topic_score_gemma":0.0006235724,"domain_scores_codex":[0.9982738,0.00003741053,0.0003734746,0.0003226584,0.0004846696,0.0005079213],"domain_scores_gemma":[0.9990499,0.0000361668,0.0001373854,0.0003126239,0.0001263116,0.0003376376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004987586,0.0002677817,0.9973999,0.0002147585,0.0001446165,0.00003354238,0.0002645492,0.000003179423,0.000069343,0.000007940665,0.0007821249,0.0003135507],"study_design_scores_gemma":[0.00422974,0.0007931506,0.9924856,0.00005150167,0.0008064646,0.00007133873,0.00001588442,0.00002025061,0.001363043,0.000009366859,0.00003045672,0.0001231595],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954797,0.002607192,0.000005242352,0.00005220072,0.0001064041,0.0006186151,0.00006210609,0.00003851316,0.001030052],"genre_scores_gemma":[0.9946291,0.004138886,0.0002546387,0.0001303365,0.0005071081,0.0001297653,0.00001206368,0.00003191505,0.0001662255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00936228,"threshold_uncertainty_score":0.9966067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01814949520590948,"score_gpt":0.2778261107930975,"score_spread":0.2596766155871881,"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."}}