{"id":"W1019948147","doi":"10.1182/blood.v124.21.5995.5995","title":"Retrospective Observational Study on Multiple Myeloma Cases Admitted to Kfsh – Dammam Between 1st of June 2006 till the End of December 2013","year":2014,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Multiple myeloma; Population; Autologous stem-cell transplantation; Retrospective cohort study; Transplantation; Observational study; Surgery; Internal medicine; Pediatrics","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":[0.0003165283,0.0002597757,0.0004343391,0.001180904,0.0009486131,0.000503261,0.0004169825,0.0003962241,0.002576857],"category_scores_gemma":[0.00107902,0.0003683931,0.0003702761,0.001487438,0.0003584773,0.0004462369,0.0006840677,0.0004311561,0.0003177823],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019433,"about_ca_system_score_gemma":0.0009779377,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009518061,"about_ca_topic_score_gemma":0.01372242,"domain_scores_codex":[0.9995328,0.00004932347,0.00008199678,0.0001289678,0.000107909,0.00009898237],"domain_scores_gemma":[0.9989561,0.0001255124,0.0005644731,0.00003864515,0.0001249853,0.0001902401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005629022,0.00008784835,0.9966968,0.00006214427,0.00001539649,0.001363862,0.0004305072,0.00002348948,0.0002102041,0.00002184521,0.000196662,0.0008349896],"study_design_scores_gemma":[0.00001060938,0.0002925,0.9907741,0.00006062022,0.00002707411,0.004995169,0.002337418,0.00008251962,0.0001451107,0.00002175831,0.001242835,0.00001018646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986929,0.0002770268,0.00004705754,0.00003194206,0.000007312556,0.00004849683,0.0005949081,0.000001853232,0.0002986141],"genre_scores_gemma":[0.9981572,0.0003912286,0.0001189594,0.00008249962,0.0000252114,0.00005875472,0.0009450887,0.000001899955,0.0002191246],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009518061,"threshold_uncertainty_score":0.01892531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07513266327263778,"score_gpt":0.3359518924767368,"score_spread":0.2608192292040991,"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."}}