{"id":"W1985962375","doi":"10.1016/s1471-4906(02)02329-3","title":"Immunity as a function of the unicellular state: implications of emerging genomic data","year":2002,"lang":"en","type":"review","venue":"Trends in Immunology","topic":"RNA Interference and Gene Delivery","field":"Biochemistry, Genetics and Molecular Biology","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"","keywords":"Immunity; Immunology; Function (biology); Biology; Computational biology; Evolutionary biology; Immune system","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":[],"consensus_categories":[],"category_scores_codex":[0.0001831873,0.0002132878,0.0006102939,0.0002160692,0.00004095911,0.000003946822,0.001444604,0.0003060263,0.0001315475],"category_scores_gemma":[0.00003992501,0.0001667816,0.0002223866,0.0003633678,0.0001925226,0.000004086703,0.0009818352,0.0002938699,0.00001291678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002579841,"about_ca_system_score_gemma":0.0001312258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001707864,"about_ca_topic_score_gemma":0.0001251065,"domain_scores_codex":[0.9984793,0.0002815538,0.0006413859,0.0003534619,0.00005263017,0.0001916445],"domain_scores_gemma":[0.9971464,0.00002448844,0.0005150132,0.002246012,0.00005525526,0.00001282408],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002077361,0.00008341108,0.00002757725,0.0002624431,0.00036027,3.893297e-7,0.0000330311,0.000004607478,0.01540575,0.00004687399,0.0003848493,0.98337],"study_design_scores_gemma":[0.0002385279,0.0002203485,0.001255784,0.0005725461,0.0003262491,0.00003141907,0.00004444191,0.000003585821,0.0008032166,0.00007833092,0.996206,0.0002194812],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01718645,0.981369,0.00002927235,0.00002126454,0.0002312737,0.0001314799,0.0002292626,0.000003552297,0.0007984773],"genre_scores_gemma":[0.01520569,0.9820512,0.00002428458,0.00001151889,0.00002707718,0.0000234359,0.001361292,0.00002322768,0.001272261],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9958212,"threshold_uncertainty_score":0.6801156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07175856510653549,"score_gpt":0.3382456762606631,"score_spread":0.2664871111541276,"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."}}