{"id":"W3113360743","doi":"10.1136/jitc-2020-sitc2020.0020","title":"20 Quantification of sBCMA in human plasma using a high-throughput mass spectrometry workflow for exploratory, CAP/CLIA or regulated studies","year":2020,"lang":"en","type":"article","venue":"Regular and Young Investigator Award Abstracts","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Caprion (Canada)","funders":"","keywords":"Chemistry; Chromatography; Mass spectrometry; Peptide; Selected reaction monitoring; Tandem mass spectrometry; Biochemistry","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":[0.002945168,0.001272423,0.0006563569,0.00158592,0.0009020594,0.001290389,0.001047984,0.001370466,0.002465077],"category_scores_gemma":[0.001845887,0.0005177252,0.0009221226,0.0009070064,0.0006992172,0.0006624483,0.00102682,0.001164056,0.002717534],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009587041,"about_ca_system_score_gemma":0.002102663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001562433,"about_ca_topic_score_gemma":0.002208314,"domain_scores_codex":[0.9977019,0.0003559195,0.0001419679,0.0006424845,0.001004444,0.0001531898],"domain_scores_gemma":[0.9991548,0.0001668058,0.000158904,0.0001233818,0.0003222227,0.00007397409],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000328571,0.0001750625,0.001785071,0.0003363558,0.00009313934,0.0002100055,0.0001376145,0.000649622,0.9732737,0.0009283548,0.002289338,0.01979317],"study_design_scores_gemma":[0.00006061976,0.0005254808,0.006096623,0.00008454617,0.00007185085,0.0008781955,0.00007076605,0.01664299,0.9511995,0.001052985,0.02323981,0.00007652115],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.2716254,0.006614481,0.6793558,0.00144334,0.0005380817,0.003626352,0.01052814,0.01371156,0.0125568],"genre_scores_gemma":[0.3616995,0.003519471,0.6114476,0.001985876,0.0002147264,0.004469522,0.007459661,0.0008769981,0.008326664],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.002945168,"threshold_uncertainty_score":0.01557571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1380512454315843,"score_gpt":0.3556764921383321,"score_spread":0.2176252467067478,"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."}}