{"id":"W2605767208","doi":"10.1002/cyto.a.23109","title":"<scp>OMIP</scp>‐038: Innate immune assessment with a 14 color flow cytometry panel","year":2017,"lang":"en","type":"article","venue":"Cytometry Part A","topic":"Immune Response and Inflammation","field":"Immunology and Microbiology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Innate immune system; Immune system; Immunology; Innate lymphoid cell; Acquired immune system; Cytokine; Biology; Flow cytometry; Pattern recognition receptor; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001106871,0.0004479882,0.0007234491,0.0006175113,0.001298724,0.0002468467,0.000901887,0.0005349773,0.0004429167],"category_scores_gemma":[0.0008113881,0.0003676651,0.0002004636,0.0004718259,0.0005346864,0.0005875769,0.0003782222,0.0007496655,0.002377167],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001568503,"about_ca_system_score_gemma":0.0002640085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004777149,"about_ca_topic_score_gemma":0.000009737923,"domain_scores_codex":[0.9974436,0.0003235251,0.0006278898,0.0005747647,0.0001629245,0.0008672804],"domain_scores_gemma":[0.9970546,0.0004389996,0.0006552447,0.001523662,0.000259691,0.00006773937],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008612543,0.0006135908,0.04186052,0.0001475015,0.001714211,0.0001887903,0.0008799856,0.00003415345,0.9171785,0.0007973692,0.02169824,0.01402595],"study_design_scores_gemma":[0.005093196,0.0008690786,0.3481904,0.0001910632,0.0001768971,0.0002746381,0.0005093582,0.0001372839,0.3052991,0.00005196686,0.3388562,0.0003508627],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9789457,0.001820346,0.001185071,0.0003555292,0.001601529,0.0005827231,0.00004782356,0.0001944347,0.01526688],"genre_scores_gemma":[0.977207,0.0002345916,0.0005509983,0.0001628805,0.0001341152,0.0001497261,0.0002666756,0.00005833925,0.02123567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6118793,"threshold_uncertainty_score":0.9998775,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02427641166987205,"score_gpt":0.2772188921645762,"score_spread":0.2529424804947042,"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."}}