{"id":"W3212530786","doi":"10.1182/blood-2021-151466","title":"Second Line Treatment Strategies in Multiple Myeloma: A Referral-Center Experience","year":2021,"lang":"en","type":"article","venue":"Blood","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Medicine; Interquartile range; Multiple myeloma; Regimen; Stage (stratigraphy); Internal medicine; Referral; Family medicine","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":[0.001138296,0.0002867742,0.0003236728,0.0006199654,0.0009473686,0.001146928,0.000673118,0.0007506884,0.002602675],"category_scores_gemma":[0.002446839,0.0002029275,0.0003634362,0.001282378,0.0003402801,0.0005535558,0.001215193,0.0006881652,0.0004758593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001744967,"about_ca_system_score_gemma":0.001256699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003304936,"about_ca_topic_score_gemma":0.009402951,"domain_scores_codex":[0.9990289,0.0004120736,0.00008442363,0.0001441758,0.0001478753,0.0001824521],"domain_scores_gemma":[0.9980953,0.0003682776,0.0004972295,0.0000679755,0.0001879394,0.0007832065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007574261,0.003179818,0.8395407,0.0004183407,0.0001347272,0.01679592,0.007646587,0.0008045761,0.002273009,0.0004667193,0.008574193,0.1194081],"study_design_scores_gemma":[0.0003819294,0.007170081,0.8733391,0.0007295583,0.00019574,0.06507478,0.0185337,0.002573802,0.001876261,0.0006072012,0.02939939,0.0001184677],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906011,0.004490386,0.0004895832,0.0008934324,0.00004116137,0.00007906938,0.0001750566,0.00003287331,0.003197342],"genre_scores_gemma":[0.9938672,0.003034544,0.001024917,0.0008044909,0.0001128797,0.00005798629,0.0002550694,0.00001765158,0.0008252222],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003304936,"threshold_uncertainty_score":0.01266068,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06384833249801761,"score_gpt":0.3374998725253913,"score_spread":0.2736515400273737,"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."}}