{"id":"W4385156447","doi":"10.1016/j.ijpddr.2023.07.002","title":"Droplet digital PCR as a tool to detect resistant isolates of Dirofilaria immitis","year":2023,"lang":"en","type":"article","venue":"International Journal for Parasitology Drugs and Drug Resistance","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; National Institutes of Health; National Institute of Allergy and Infectious Diseases; National Center for Veterinary Parasitology","keywords":"Dirofilaria immitis; Biology; Single-nucleotide polymorphism; Digital polymerase chain reaction; Drug resistance; Allele; SNP; Genetics; Polymerase chain reaction; Genotype; Virology; Gene; Immunology","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":[0.001774249,0.0006432959,0.0005976668,0.001307592,0.000255283,0.0008520701,0.0008317342,0.0009102087,0.001147212],"category_scores_gemma":[0.003333366,0.0005066826,0.0004548055,0.0006640118,0.0005299485,0.00059399,0.0007141267,0.0008586985,0.0009257399],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005220583,"about_ca_system_score_gemma":0.0002973565,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000395418,"about_ca_topic_score_gemma":0.0006748459,"domain_scores_codex":[0.9972326,0.0005474729,0.0001850044,0.0009967176,0.0009036975,0.0001345194],"domain_scores_gemma":[0.9983417,0.0007175317,0.0003806127,0.0001761106,0.000297067,0.00008704301],"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":[0.0001416074,0.00006688747,0.003204187,0.0002308884,0.00002264413,0.00009131105,0.0001419239,0.0006038781,0.9731255,0.0004464307,0.0004634934,0.0214613],"study_design_scores_gemma":[0.00003077188,0.0004767094,0.00997015,0.00005866235,0.00007972853,0.0007245419,0.0001068631,0.02589991,0.9542313,0.0006761677,0.007683289,0.0000619182],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.3872351,0.003943185,0.5950068,0.0006154913,0.0005244047,0.0008654774,0.004711761,0.003292495,0.003805305],"genre_scores_gemma":[0.3870441,0.001238963,0.6041145,0.000792338,0.00008445634,0.0005984711,0.002550832,0.0002334701,0.003342958],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.001774249,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01129036725288991,"score_gpt":0.353755001896873,"score_spread":0.3424646346439831,"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."}}