{"id":"W1992073996","doi":"10.4161/viru.21906","title":"Strength in numbers","year":2012,"lang":"en","type":"review","venue":"Virulence","topic":"Genetics, Aging, and Longevity in Model Organisms","field":"Biochemistry, Genetics and Molecular Biology","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Caenorhabditis elegans; Innate immune system; Transcriptome; Model organism; Immunity; Organism; Nematode; Host (biology); Pathogen; Acquired immune system; Genome; Proteomics; Computational biology; Immune system; Genetics; Gene; Ecology; Gene expression","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":[0.001289536,0.001334983,0.001072711,0.001412934,0.001010276,0.002982649,0.002974737,0.002517179,0.4776787],"category_scores_gemma":[0.005708543,0.0003952343,0.0006793173,0.001218996,0.0008577053,0.003413653,0.004041767,0.002342912,0.4564593],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008534067,"about_ca_system_score_gemma":0.001482664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007826015,"about_ca_topic_score_gemma":0.0009677689,"domain_scores_codex":[0.9987784,0.0001839424,0.00013397,0.0002245755,0.0005904563,0.00008871601],"domain_scores_gemma":[0.9977576,0.0004143369,0.0001596024,0.0002360688,0.0009269405,0.0005055258],"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":[0.00006793939,0.00002943435,0.00009786565,0.001050478,0.000009356193,0.0001335661,0.00005853709,0.00007208677,0.001046657,0.009308606,0.5827487,0.4053768],"study_design_scores_gemma":[0.000004067587,0.000009902113,0.00004324879,0.0001321281,0.000002030064,0.000118741,0.000007845432,0.000008113045,0.00007630951,0.0006668099,0.9989286,0.00000215729],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.0009015811,0.1405787,0.007930915,0.02640521,0.1006654,0.000756902,0.003477213,0.001711893,0.7175722],"genre_scores_gemma":[0.00484169,0.06355169,0.003299503,0.009503086,0.01262193,0.000363653,0.002697193,0.0004437827,0.9026775],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4776787,"threshold_uncertainty_score":0.745028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03890102686042545,"score_gpt":0.3101409426574405,"score_spread":0.271239915797015,"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."}}