{"id":"W4249570029","doi":"10.35493/medu.36.6","title":"Multiple Myeloma","year":2019,"lang":"en","type":"article","venue":"The Meducator","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001025953,0.00044261,0.0006870719,0.001492461,0.001170543,0.001687308,0.0007788219,0.001161966,0.07725116],"category_scores_gemma":[0.003964482,0.0001851961,0.0006658524,0.001260267,0.0004266091,0.0007555669,0.001596682,0.001952163,0.03641356],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001138252,"about_ca_system_score_gemma":0.001656329,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008365,"about_ca_topic_score_gemma":0.002102968,"domain_scores_codex":[0.9992691,0.0001627586,0.0000447029,0.0001027638,0.000264831,0.0001558845],"domain_scores_gemma":[0.9985626,0.0001774108,0.0001235682,0.0001793917,0.0004990501,0.0004579683],"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":[0.0002297792,0.00009655865,0.002346526,0.0002734223,0.00004045186,0.0007509718,0.00004176707,0.00004025079,0.001156187,0.005364631,0.6528797,0.3367797],"study_design_scores_gemma":[0.00003754665,0.00004824424,0.001679165,0.0001596962,0.00002180184,0.001945637,0.0000200912,0.00004112088,0.0004534542,0.001401902,0.994185,0.000006339745],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009521817,0.1589867,0.004340824,0.09283703,0.03311254,0.0003769769,0.002783554,0.001808279,0.6962323],"genre_scores_gemma":[0.1088851,0.08339072,0.007512385,0.05022843,0.0303187,0.0003738675,0.005463977,0.0003770679,0.7134497],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07725116,"threshold_uncertainty_score":0.2584309,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02331246529868854,"score_gpt":0.3092068058461208,"score_spread":0.2858943405474323,"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."}}