{"id":"W2512584198","doi":"10.1182/blood.v112.11.2673.2673","title":"Transplantation-Specific Cytogenetics Grouping Scheme for Patients with Myelodysplastic Syndromes: A Multicenter Validation Study","year":2008,"lang":"en","type":"article","venue":"Blood","topic":"Acute Myeloid Leukemia Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre","funders":"","keywords":"Cytogenetics; Myelodysplastic syndromes; Transplantation; Medicine; Internal medicine; Oncology; Single Center; International Prognostic Scoring System; Bone marrow; Biology","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":[0.008013529,0.000774847,0.0003507643,0.0008447366,0.0006845861,0.0005030794,0.0006340291,0.0005295597,0.0009498613],"category_scores_gemma":[0.009488496,0.0003015214,0.0005362963,0.0007543205,0.0006256314,0.0006293056,0.0007836191,0.0005913019,0.0004219285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006095195,"about_ca_system_score_gemma":0.0008185858,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001902088,"about_ca_topic_score_gemma":0.001513884,"domain_scores_codex":[0.9978914,0.001281995,0.0001777614,0.0003205334,0.0002011316,0.0001272445],"domain_scores_gemma":[0.9938339,0.001311279,0.001928438,0.001191966,0.001155912,0.0005784486],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001570676,0.0004923055,0.9917982,0.00001543605,0.00007156185,0.0001003989,0.0003153292,0.0002213438,0.001371866,0.00004444207,0.0002856131,0.003712835],"study_design_scores_gemma":[0.0006082457,0.00377772,0.9903573,0.00001762621,0.0001145021,0.000705652,0.0004768248,0.001509183,0.0009682984,0.0000609476,0.001382997,0.00002058737],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991672,0.00004174883,0.0002686429,0.0000224596,0.000006421224,0.0001264269,0.0002292781,0.000004746355,0.0001331217],"genre_scores_gemma":[0.9975478,0.00003526777,0.0005630713,0.00003861243,0.00002099938,0.0002072122,0.001503696,0.000005070039,0.00007829206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008013529,"threshold_uncertainty_score":0.04238009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03311754689248778,"score_gpt":0.275256076363018,"score_spread":0.2421385294705302,"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."}}