{"id":"W1973257803","doi":"10.1017/s003118200600076x","title":"Population genetics of concurrent selection with albendazole and ivermectin or diethylcarbamazine on the possible spread of albendazole resistance in <i>Wuchereria bancrofti</i>","year":2006,"lang":"en","type":"article","venue":"Parasitology","topic":"Parasite Biology and Host Interactions","field":"Environmental Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University Health Centre; McGill University","funders":"","keywords":"Albendazole; Wuchereria bancrofti; Biology; Ivermectin; Diethylcarbamazine; Drug resistance; Selection (genetic algorithm); Lymphatic filariasis; Bancroftian filariasis; Helminths; Filariasis; Population; Veterinary medicine; Genetics; Zoology; Environmental health; Medicine","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":[0.0001050589,0.0001031914,0.0001839458,0.00003746578,0.00006968141,0.000003412714,0.00007997844,0.0000836008,0.000219256],"category_scores_gemma":[0.00002312306,0.0000690755,0.00001873178,0.0001969607,0.0002330187,0.00004695158,0.0000247658,0.0001231131,0.00001158634],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004770403,"about_ca_system_score_gemma":0.0000101464,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001772506,"about_ca_topic_score_gemma":0.03259409,"domain_scores_codex":[0.9992085,0.0001225252,0.0002307014,0.0002029733,0.00007919935,0.0001560885],"domain_scores_gemma":[0.9994666,0.0002135079,0.0001741183,0.0001155776,0.00001187448,0.00001833633],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003900083,0.0001112681,0.9712675,0.000007418821,0.0000106841,0.000001612545,0.0001050321,0.0006787239,0.02529455,0.001270593,0.0002950697,0.0005675401],"study_design_scores_gemma":[0.0003341647,0.0002239839,0.9697375,0.00002070856,0.00001486039,0.00001337931,0.00002628107,0.0002157761,0.02798391,0.0003207642,0.001032379,0.00007630134],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946313,0.0001485312,0.00009172726,0.0002231936,0.00008957889,0.0001674574,0.00001257424,0.000007150562,0.004628467],"genre_scores_gemma":[0.9992689,0.00003538327,0.0002699736,0.00003438672,0.00001906534,0.00001508054,0.00001165631,0.000005680699,0.0003398519],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03082159,"threshold_uncertainty_score":0.9850585,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01092188266020819,"score_gpt":0.3038193696512725,"score_spread":0.2928974869910643,"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."}}