{"id":"W2607884045","doi":"10.1111/ijlh.12678","title":"Ten‐color 15‐antibody flow cytometry panel for immunophenotyping of lymphocyte population","year":2017,"lang":"en","type":"article","venue":"International Journal of Laboratory Hematology","topic":"Lymphoma Diagnosis and Treatment","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"","keywords":"Immunophenotyping; Population; Medicine; Lymphocyte; Pathology; CD8; Immunology; Flow cytometry; Antigen","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001207564,0.0006746398,0.000494936,0.001811913,0.0002322967,0.0005214161,0.0006033783,0.0004628073,0.00612512],"category_scores_gemma":[0.0009843919,0.0002414408,0.0003797676,0.000456585,0.0002805906,0.0002443891,0.000593825,0.0005689369,0.003141501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003264389,"about_ca_system_score_gemma":0.0004635864,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009242944,"about_ca_topic_score_gemma":0.001026385,"domain_scores_codex":[0.998956,0.0003014966,0.0001148766,0.0001891845,0.0003373909,0.0001010729],"domain_scores_gemma":[0.9994327,0.0001783648,0.00004083023,0.00007531547,0.0002033074,0.00006945496],"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":[0.001169041,0.0002035905,0.06480602,0.0003020969,0.00007702416,0.0006623432,0.0002232525,0.001747713,0.7730433,0.001518406,0.00617402,0.1500732],"study_design_scores_gemma":[0.0002385766,0.001923241,0.1253494,0.0002096097,0.0002503538,0.01098464,0.0001280727,0.05195689,0.7277704,0.001396687,0.07970014,0.00009181708],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6582847,0.003616174,0.304768,0.0006137347,0.0003138868,0.0009965994,0.004438906,0.007353542,0.01961445],"genre_scores_gemma":[0.7412761,0.001213809,0.2370066,0.0006024592,0.0001304272,0.001310374,0.008684055,0.0003739336,0.009402125],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.00612512,"threshold_uncertainty_score":0.02049059,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02721392194526094,"score_gpt":0.3588806588695042,"score_spread":0.3316667369242432,"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."}}