{"id":"W3086814173","doi":"","title":"Lymphoma and Multiple Myeloma","year":2018,"lang":"en","type":"article","venue":"Electronic Kharkiv National University Institutional Repository (Kharkiv National University)","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Lymphoma; Medicine; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts"],"consensus_categories":[],"category_scores_codex":[0.0002947437,0.0003156529,0.0002926434,0.001140124,0.001818778,0.00005339741,0.000308981,0.0002188397,0.0001826942],"category_scores_gemma":[0.0003377395,0.0003696288,0.0001961231,0.001012678,0.0009927803,0.0008088328,0.0001990246,0.0002981778,0.0001613138],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004770587,"about_ca_system_score_gemma":0.00534463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001298772,"about_ca_topic_score_gemma":0.0001001998,"domain_scores_codex":[0.9966464,0.0001406441,0.0002346822,0.0007267392,0.00164445,0.0006070986],"domain_scores_gemma":[0.9968635,0.0003063115,0.0001521189,0.000183087,0.00205101,0.000443929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.008580541,0.002107154,0.06051378,0.0001197344,0.002327056,0.002625466,0.0002331409,0.0001825387,0.01607986,0.8966135,0.006771425,0.003845829],"study_design_scores_gemma":[0.01475081,0.0008397334,0.2206768,0.0001171791,0.0002181644,0.001860844,0.0002982613,0.008394788,0.004806112,0.001289478,0.7460354,0.00071242],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7506467,0.0002155371,0.0009327128,0.001275652,0.0002697953,0.0007487258,0.0002603916,0.0002436929,0.2454068],"genre_scores_gemma":[0.9794479,0.0001197254,0.0006288278,0.0002217579,0.0004530187,9.330133e-7,0.0003506031,0.00001791488,0.01875929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.895324,"threshold_uncertainty_score":0.9998755,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0144460796209348,"score_gpt":0.2342213630439269,"score_spread":0.219775283422992,"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."}}