{"id":"W1978643118","doi":"10.1016/j.jim.2005.07.010","title":"Sensitive detection using microfluidics technology of single cell PCR products from high and low abundance IgH VDJ templates in multiple myeloma","year":2005,"lang":"en","type":"article","venue":"Journal of Immunological Methods","topic":"Microfluidic and Capillary Electrophoresis Applications","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Microfluidics; Polymerase chain reaction; Capillary electrophoresis; Template; Biology; Microfluidic chip; Molecular biology; Computational biology; Genetics; Gene; Nanotechnology; Materials science","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":[0.001032699,0.0003786529,0.0004931321,0.0005828759,0.0003933352,0.0008698364,0.000655547,0.0006650055,0.0006879436],"category_scores_gemma":[0.00114058,0.000630184,0.0002939235,0.0003113184,0.0004663673,0.0004263032,0.0004960225,0.0008875766,0.0003547145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008482574,"about_ca_system_score_gemma":0.000536133,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004761847,"about_ca_topic_score_gemma":0.00128254,"domain_scores_codex":[0.999114,0.0001188112,0.0000698441,0.0002968851,0.0002670902,0.000133415],"domain_scores_gemma":[0.9992135,0.0004639137,0.00009053608,0.00008014873,0.00009141967,0.00006062402],"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":[0.00005181533,0.00002256226,0.0003248945,0.00003913152,0.00000403086,0.00001485368,0.00003044817,0.0001071089,0.99594,0.0002315537,0.0001251343,0.003108575],"study_design_scores_gemma":[0.00001134039,0.00008994513,0.00143687,0.000005459754,0.000008971754,0.00008978075,0.00001395518,0.002155115,0.995021,0.0001252146,0.001034473,0.000007767856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8711913,0.003706533,0.1187994,0.000805394,0.0005071978,0.0001671334,0.001226004,0.001118836,0.002478137],"genre_scores_gemma":[0.8936288,0.001320364,0.0997048,0.0004391327,0.0001085465,0.000280165,0.0009475921,0.00006110138,0.003509462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001032699,"threshold_uncertainty_score":0.006154597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01689958433185976,"score_gpt":0.2480279149588588,"score_spread":0.2311283306269991,"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."}}