{"id":"W6938949800","doi":"10.60692/eyf0k-jfs95","title":"Additional file 4 of Single-cell genomics identifies distinct B1 cell developmental pathways and reveals aging-related changes in the B-cell receptor repertoire","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"T-cell and B-cell Immunology","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Repertoire; Genomics; Genome; Developmental biology; Receptor; Table (database)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001357176,0.001377088,0.001689344,0.002703311,0.001000596,0.001771622,0.001872906,0.001321237,0.8304259],"category_scores_gemma":[0.01689083,0.0006323752,0.001185971,0.00369547,0.0002977015,0.00173972,0.000995202,0.001005884,0.1420987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001005155,"about_ca_system_score_gemma":0.001630008,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007486212,"about_ca_topic_score_gemma":0.01151155,"domain_scores_codex":[0.9993073,0.00008621634,0.00008980655,0.0002028498,0.0001907037,0.000123074],"domain_scores_gemma":[0.9857632,0.01083172,0.0007018452,0.0007568952,0.001550286,0.0003959847],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007208167,0.000155017,0.00513242,0.006197571,0.0001353743,0.0001541538,0.0001184508,0.0009057515,0.001266177,0.0008145862,0.9738036,0.01059612],"study_design_scores_gemma":[0.007084535,0.0005787575,0.07614851,0.003996308,0.000524713,0.000887519,0.0006925162,0.003959308,0.004661339,0.01439889,0.8867447,0.0003229963],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.0001875935,0.00002049487,0.0002241464,0.00005381012,0.00001676174,0.00002702622,0.9987084,0.0003445223,0.0004172632],"genre_scores_gemma":[0.008192359,0.0001519808,0.003312676,0.0003907742,0.00008259073,0.0007858815,0.9814302,0.001043863,0.004609582],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8304259,"threshold_uncertainty_score":0.2418768,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01798258004076986,"score_gpt":0.1640181035883102,"score_spread":0.1460355235475403,"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."}}