{"id":"W7005853841","doi":"","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":"NPARC","topic":"Multiple Myeloma Research and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Multiple myeloma; Microfluidics; Template; Single-cell analysis; Polymerase chain reaction; Cell","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":[0.001193075,0.0004972929,0.0006824824,0.0008791655,0.0006907738,0.001074542,0.000733395,0.0009207404,0.003473906],"category_scores_gemma":[0.001992582,0.0008655409,0.0004101903,0.0004101087,0.000616714,0.0006186594,0.0006633771,0.001102948,0.001833838],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006345895,"about_ca_system_score_gemma":0.0007053327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005028869,"about_ca_topic_score_gemma":0.001524022,"domain_scores_codex":[0.9984974,0.0002145583,0.000124257,0.0005297239,0.0004465226,0.0001875735],"domain_scores_gemma":[0.9989163,0.0006040521,0.0001168124,0.0001219406,0.0001756364,0.00006525947],"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":[0.00008202979,0.00004908084,0.000785629,0.00009929004,0.000006893008,0.00004740015,0.0000763996,0.0001066984,0.9887844,0.0002803435,0.0005770592,0.009104757],"study_design_scores_gemma":[0.00001777246,0.0001436508,0.003001443,0.00001269206,0.00001113931,0.0001879063,0.0000396599,0.001891587,0.9906334,0.0001910109,0.00385714,0.00001268602],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7257544,0.006184295,0.2488435,0.002107942,0.002099917,0.0006665491,0.002332181,0.003076861,0.00893434],"genre_scores_gemma":[0.7178831,0.002639791,0.2548102,0.001048036,0.0003228331,0.000820547,0.002682993,0.000254244,0.01953833],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003473906,"threshold_uncertainty_score":0.01162136,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182331167579833,"score_gpt":0.251636834026135,"score_spread":0.2298135223503367,"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."}}