{"id":"W4400582402","doi":"10.1142/s1793524524500785","title":"The effect of sudden fluctuations on a treated Hepatitis C model","year":2024,"lang":"en","type":"article","venue":"International Journal of Biomathematics","topic":"Complex Systems and Time Series Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"European Regional Development Fund","keywords":"Mathematics; Medicine; Virology; Econometrics; Statistical physics; Applied mathematics; Physics","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":[0.0005918775,0.00008162569,0.0002695513,0.0002947259,0.00004323836,0.0001251784,0.0003024593,0.00003054716,0.0001058646],"category_scores_gemma":[0.0001861437,0.00005401137,0.0002897019,0.0001638265,0.00003705237,0.00009936231,0.00002578088,0.00006090229,0.00006410424],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000722242,"about_ca_system_score_gemma":0.00001621547,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005795835,"about_ca_topic_score_gemma":0.00001382671,"domain_scores_codex":[0.9988962,0.00001396791,0.000817634,0.00007635045,0.0001230852,0.0000728092],"domain_scores_gemma":[0.9988767,0.0003617847,0.0004841021,0.0001284876,0.0001209434,0.00002796295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001069035,0.0001216012,0.003803371,0.0001720492,0.003707837,0.00005324663,0.001412788,0.004476817,0.0006470631,0.968038,0.006034529,0.01142583],"study_design_scores_gemma":[0.0005336246,0.000540973,0.0007138036,0.0004458757,0.00009236288,0.0001108974,0.00006657736,0.8568527,0.001926938,0.1301816,0.008370877,0.0001637901],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9376595,0.003731638,0.04380216,0.00206247,0.001268171,0.0001704264,0.0002726413,0.00002282054,0.01101019],"genre_scores_gemma":[0.9983009,0.0002264015,0.000499493,0.000008844409,0.0001142014,0.000003082809,0.000003597303,0.00001119445,0.000832269],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8523759,"threshold_uncertainty_score":0.2202519,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01818247686387877,"score_gpt":0.2567562749214356,"score_spread":0.2385737980575568,"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."}}