{"id":"W4205589177","doi":"10.1016/b978-0-323-59496-7.00033-5","title":"Hematopoietic Tumors","year":2019,"lang":"en","type":"book-chapter","venue":"Elsevier eBooks","topic":"Hematopoietic Stem Cell Transplantation","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001946709,0.0005477671,0.001074289,0.0002291436,0.00004909082,0.00002418203,0.0001678652,0.0005093926,0.001836298],"category_scores_gemma":[0.00001111262,0.0005003717,0.0004140357,0.00001386105,0.0001211186,0.00002329583,0.00004140992,0.0006319919,0.00571333],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001261394,"about_ca_system_score_gemma":0.0004423622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":2.509175e-7,"about_ca_topic_score_gemma":0.000002216354,"domain_scores_codex":[0.9976802,0.00001700808,0.0006873898,0.0005977577,0.0006547617,0.0003628893],"domain_scores_gemma":[0.9983717,0.0001004072,0.0002512896,0.00090979,0.0001229762,0.000243856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001950688,0.0000485595,0.0001838624,0.008492209,0.0006379326,0.001576792,0.001346954,7.238422e-7,0.0008161169,0.05410035,0.0009655882,0.9316359],"study_design_scores_gemma":[0.00129322,0.0002110112,0.00009229829,0.00623342,0.0008280652,0.001470072,0.00002136484,0.000006191286,0.0009948474,0.004090151,0.9841004,0.0006589497],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002325909,0.0007126716,0.00001388102,0.0001316964,0.0004135518,0.001448036,0.00003034243,0.0001636742,0.9968535],"genre_scores_gemma":[0.003864858,0.00008595226,0.0004706231,0.0006837301,0.0002804577,0.00002473029,0.0001209963,0.0002178407,0.9942508],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9831348,"threshold_uncertainty_score":0.9997448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01721602802527031,"score_gpt":0.2505560505773176,"score_spread":0.2333400225520472,"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."}}