{"id":"W4220960068","doi":"10.1016/j.vetpar.2022.109696","title":"Development of rapid in vitro colorimetric enzymatic activity assay to differentiate macrocyclic lactone susceptible and resistant Dirofilaria immitis isolates","year":2022,"lang":"en","type":"article","venue":"Veterinary Parasitology","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Center for Veterinary Parasitology","keywords":"Dirofilaria immitis; Biology; In vitro; Microbiology; Population; Ivermectin; Enzyme; Immunology; Helminths; Biochemistry; Medicine","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":[0.001154818,0.00143482,0.0008536523,0.0009736255,0.0002575284,0.0008217976,0.0009222979,0.0007672825,0.001414448],"category_scores_gemma":[0.001293691,0.0007855727,0.0005529454,0.0005894823,0.0003662174,0.0006253491,0.0007328204,0.001161598,0.001492478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002865378,"about_ca_system_score_gemma":0.000500205,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007669174,"about_ca_topic_score_gemma":0.002083943,"domain_scores_codex":[0.9980058,0.0003714199,0.0001567878,0.00037869,0.0009129512,0.0001743497],"domain_scores_gemma":[0.9990743,0.0002306203,0.0001645534,0.00009988093,0.000357987,0.00007249326],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00005832025,0.0001115784,0.001081763,0.00009798187,0.000009801201,0.0000281034,0.00003108734,0.00007138497,0.9917366,0.00007614669,0.0001477428,0.006549466],"study_design_scores_gemma":[0.00001133963,0.000448679,0.002963419,0.00001757493,0.00003496238,0.0002344728,0.00004169914,0.001656045,0.9915543,0.00005606738,0.002960265,0.00002120815],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5327981,0.00565155,0.4418601,0.0007667979,0.0008347806,0.00133581,0.003835028,0.002802797,0.01011516],"genre_scores_gemma":[0.5861577,0.003664308,0.3883718,0.0003053081,0.000141836,0.001255177,0.008103517,0.0001468413,0.01185361],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00143482,"threshold_uncertainty_score":0.00610739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03555680472454269,"score_gpt":0.3486982063466322,"score_spread":0.3131414016220895,"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."}}