{"id":"W1998193148","doi":"10.1038/452157a","title":"Fresh hope to can the worms","year":2008,"lang":"en","type":"letter","venue":"Nature","topic":"Helminth infection and control","field":"Veterinary","cited_by":36,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Livestock; Anthelmintic; Drug discovery; Biology; Drug; Drug resistance; Pharmacology; Biotechnology; Ecology; Bioinformatics; Microbiology","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":["research_integrity","insufficient_payload"],"consensus_categories":["research_integrity","insufficient_payload"],"category_scores_codex":[0.00008563221,0.0002797735,0.0002608571,0.0001115696,0.000188066,0.00006492224,0.0004818259,0.00470544,0.001568247],"category_scores_gemma":[0.0001155483,0.0001686462,0.0001978836,0.0002132615,0.00003675503,0.00002793109,0.00008213067,0.0142675,0.001404418],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009427613,"about_ca_system_score_gemma":0.00008077124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001399706,"about_ca_topic_score_gemma":0.0001341707,"domain_scores_codex":[0.9986171,0.0001014144,0.0001748385,0.0003475201,0.0003858356,0.0003732546],"domain_scores_gemma":[0.999007,0.00009435503,0.0000668238,0.0006696066,0.00009437848,0.00006777506],"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":[0.00002698293,0.000006333204,0.00003049569,0.00001390712,0.00004931925,0.001146467,0.0001722565,3.892523e-7,0.00003681676,0.00001852996,0.9957681,0.002730405],"study_design_scores_gemma":[0.0001666785,0.0001024672,0.0006991444,0.00003331988,0.00001872255,0.0003865079,0.00001033914,0.00000236727,0.00001339294,0.00002984231,0.9982975,0.0002397338],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001352225,0.0005631392,0.000008550706,0.9601448,0.002606065,0.000447742,0.0001559609,0.0001601173,0.03456145],"genre_scores_gemma":[0.03894193,0.00002532046,0.0000194787,0.9185697,0.009861996,0.00008906121,0.00009452742,0.00005798784,0.03234004],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.04157509,"threshold_uncertainty_score":0.9993731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02258915384425192,"score_gpt":0.2928477768577757,"score_spread":0.2702586230135238,"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."}}