{"id":"W1965004987","doi":"10.1016/j.jtbi.2004.08.001","title":"A simple cellular automaton model for influenza A viral infections","year":2004,"lang":"en","type":"article","venue":"Journal of Theoretical Biology","topic":"Mathematical and Theoretical Epidemiology and Ecology Models","field":"Medicine","cited_by":187,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"Mitacs","keywords":"Cellular automaton; Simple (philosophy); Biological system; Viral infection; Statistical physics; Ordinary differential equation; Homogeneous; Virology; Biology; Coronavirus disease 2019 (COVID-19); Computer science; Mathematics; Physics; Differential equation; Virus; Algorithm; Medicine; Mathematical analysis","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0005677863,0.0006843422,0.001742214,0.0009707549,0.001298474,0.002103276,0.001803378,0.002715742,0.004669418],"category_scores_gemma":[0.002903101,0.0005922632,0.001146212,0.0008160426,0.001497314,0.001540231,0.001292345,0.0009579704,0.0005823047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001445035,"about_ca_system_score_gemma":0.001418184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01493081,"about_ca_topic_score_gemma":0.008509947,"domain_scores_codex":[0.9995638,0.0001607983,0.00002693672,0.0001006658,0.000062566,0.00008527221],"domain_scores_gemma":[0.9984566,0.0008341186,0.0001918883,0.0001063026,0.0002155274,0.0001955043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002517851,0.0001282852,0.003758135,0.0001577252,0.0001393657,0.001290067,0.0005806918,0.748054,0.007398114,0.2308172,0.002417848,0.005006874],"study_design_scores_gemma":[0.00005336564,0.00004289563,0.0003898411,0.000008003384,0.0000357573,0.0001100928,0.00005255562,0.964839,0.0001383931,0.03369991,0.0006035689,0.0000266618],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7490112,0.001446983,0.2135007,0.005312282,0.0006461588,0.0001942883,0.001659279,0.0005145078,0.02771461],"genre_scores_gemma":[0.9876406,0.0003717847,0.005102373,0.0001295776,0.0000778925,0.00008047229,0.0001567405,0.0000258116,0.006414777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01493081,"threshold_uncertainty_score":0.02968782,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273513407727803,"score_gpt":0.3380129695743657,"score_spread":0.3106616288015854,"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."}}