{"id":"W4211002504","doi":"10.1007/978-3-540-87984-8_1","title":"Leukemia","year":2010,"lang":"en","type":"book-chapter","venue":"Pediatric oncology","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Malignancy; Leukemia; Medicine; Lymph; Bone marrow; Cancer; Pathology; Spleen; Neoplastic disease; Hematological malignancy; Cancer research; Internal medicine","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","research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.0004450419,0.0004674283,0.00113169,0.0007046619,0.0000984442,0.00001363957,0.0003645818,0.002841043,0.00864157],"category_scores_gemma":[0.0002819865,0.0004244859,0.0003291514,0.00008979964,0.0002768501,0.00003837349,0.0003152861,0.004561806,0.007443938],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002949892,"about_ca_system_score_gemma":0.008309736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003995297,"about_ca_topic_score_gemma":0.00004114477,"domain_scores_codex":[0.9974816,0.00002947919,0.0005777695,0.0007105149,0.0005620238,0.0006385525],"domain_scores_gemma":[0.9975073,0.0004600376,0.0003111895,0.0008645426,0.0003171125,0.0005398608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001253142,0.0002417107,0.002971372,0.001216801,0.000659461,0.01210247,0.0002810496,0.000001146448,0.001230771,0.05452602,0.788691,0.136825],"study_design_scores_gemma":[0.001801626,0.0008771592,0.0004285447,0.00001202341,0.0007833578,0.0008935166,0.000003768229,0.00001018552,0.00002881849,0.003671017,0.9911401,0.0003498374],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001658339,0.001217178,0.00002707171,0.001955537,0.001226615,0.000784344,0.0000411894,0.0001951115,0.9928946],"genre_scores_gemma":[0.00101793,0.006318112,0.0034093,0.001374812,0.01240054,0.00004470922,0.0002135821,0.000206409,0.9750146],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2024491,"threshold_uncertainty_score":0.9998207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02634281612893592,"score_gpt":0.3217377805237879,"score_spread":0.295394964394852,"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."}}