{"id":"W2550933491","doi":"10.1182/blood.v120.21.1721.1721","title":"Validation of the Nordic Scoring System for Erythropoietic Stimulating Agents in MDS Using IWG 2006 Erythroid Response Criteria","year":2012,"lang":"en","type":"article","venue":"Blood","topic":"Hemoglobinopathies and Related Disorders","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Health Sciences Centre; Sunnybrook Health Science Centre","funders":"","keywords":"Medicine; International Prognostic Scoring System; Erythropoietin; Internal medicine; Population; Medical record; Myelodysplastic syndromes","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":[0.008393171,0.0004002944,0.0005542326,0.002836819,0.0003661463,0.0007865236,0.000916581,0.0003751887,0.0009582785],"category_scores_gemma":[0.01465657,0.0001787482,0.0004037386,0.001367143,0.0003976816,0.0004308414,0.0009876757,0.0004295425,0.0005287651],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005336974,"about_ca_system_score_gemma":0.001459861,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004434281,"about_ca_topic_score_gemma":0.003885888,"domain_scores_codex":[0.9949708,0.001970471,0.001237499,0.0003573039,0.00131668,0.0001472537],"domain_scores_gemma":[0.992363,0.001771826,0.002102783,0.0005191013,0.002900875,0.0003423754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006824695,0.0001624539,0.9566534,0.0001917823,0.0001106942,0.0003680283,0.0003010971,0.001336928,0.002214997,0.0003226279,0.00299967,0.03465585],"study_design_scores_gemma":[0.0002182087,0.001085598,0.9740007,0.0002639865,0.0001128521,0.001807251,0.0006301404,0.008060629,0.002554971,0.0002776792,0.0109497,0.00003831664],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830489,0.002060216,0.005501282,0.0002871173,0.0002232488,0.0008336453,0.002900725,0.00004552879,0.005099401],"genre_scores_gemma":[0.9740484,0.0005916863,0.01869634,0.0001226486,0.00006875739,0.0006036072,0.004963417,0.00002993002,0.0008752233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008393171,"threshold_uncertainty_score":0.04438788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03857717943675153,"score_gpt":0.316292443119875,"score_spread":0.2777152636831235,"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."}}