{"id":"W4312093662","doi":"10.1002/pbc.30013","title":"Imaging of pediatric hematopoietic stem cell transplant recipients: A COG Diagnostic Imaging Committee/SPR Oncology Committee White Paper","year":2022,"lang":"en","type":"article","venue":"Pediatric Blood & Cancer","topic":"Bone and Joint Diseases","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"SickKids Foundation; Hospital for Sick Children; University of Toronto","funders":"National Cancer Institute; National Institutes of Health","keywords":"Medicine; Modalities; Hematopoietic stem cell; Hematopoietic stem cell transplantation; Stem cell; Medical physics; Institutional review board; Radiology; Medical imaging; Transplantation; Oncology; Internal medicine; Haematopoiesis; Surgery","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00360707,0.000343959,0.0003231061,0.001478552,0.0008764764,0.001457679,0.0009626761,0.001919083,0.002533159],"category_scores_gemma":[0.004393876,0.0003119683,0.0004538819,0.0007572197,0.001109857,0.0009962659,0.0009142421,0.002889015,0.001151255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001337439,"about_ca_system_score_gemma":0.004971882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004999945,"about_ca_topic_score_gemma":0.01153837,"domain_scores_codex":[0.9988711,0.0002573191,0.0002199958,0.0000967169,0.0004181543,0.000136503],"domain_scores_gemma":[0.9956008,0.000854342,0.0005079135,0.0002159297,0.002001198,0.0008198055],"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":[0.0001477218,0.0003369429,0.09982973,0.0004905938,0.00006569038,0.009969357,0.0004854251,0.0009570651,0.006175227,0.006241438,0.6039149,0.2713859],"study_design_scores_gemma":[0.00007455691,0.000467983,0.1383529,0.003934113,0.0001411589,0.04727938,0.001473677,0.00215933,0.007786926,0.004355038,0.7938943,0.00008061546],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.170059,0.06166259,0.02189803,0.4621972,0.009892202,0.001174866,0.002149716,0.0008397204,0.2701267],"genre_scores_gemma":[0.6371291,0.1019421,0.08715134,0.1110705,0.01297083,0.0008020462,0.005720782,0.000638789,0.04257451],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004999945,"threshold_uncertainty_score":0.01907623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01120126354307125,"score_gpt":0.2542084321638226,"score_spread":0.2430071686207513,"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."}}