{"id":"W4207050717","doi":"10.21203/rs.3.rs-1258381/v1","title":"Dirofilaria Immitis: Genotyping European Clinical Samples and US Laboratory Isolates at Single Nucleotide Polymorphic (SNP) Sites Associated With Macrocyclic Lactone Susceptibility and Resistance","year":2022,"lang":"en","type":"preprint","venue":"Research Square","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Génome Québec; Compute Canada","keywords":"Biology; SNP; Single-nucleotide polymorphism; Genotype; Dirofilaria immitis; Genotyping; Genetics; Immunology; Gene; Helminths","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":[0.001143783,0.0002765584,0.0002288501,0.0007807941,0.0002478921,0.0003939374,0.0002875833,0.0004184663,0.0004962807],"category_scores_gemma":[0.001369363,0.0001152969,0.0001894793,0.0005876637,0.0003159184,0.00008315667,0.0003065481,0.0001971961,0.0001793697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003331196,"about_ca_system_score_gemma":0.0001778879,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003103843,"about_ca_topic_score_gemma":0.004902318,"domain_scores_codex":[0.9989108,0.0003129989,0.0001180665,0.0003512602,0.0002143101,0.00009256262],"domain_scores_gemma":[0.9992111,0.0001665714,0.0002822179,0.00007980242,0.00018153,0.00007882615],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008993525,0.000217677,0.8552189,0.00006069535,0.00009964023,0.0003484304,0.0004763672,0.0004097261,0.1291526,0.00007803224,0.0004642008,0.01257427],"study_design_scores_gemma":[0.00003221613,0.0003337821,0.9802422,0.00001874241,0.00005073144,0.001249936,0.0002725708,0.0005311146,0.0161598,0.00002122523,0.001080167,0.000007519386],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984031,0.00008879886,0.0005349037,0.00001982557,0.000002504392,0.00001936467,0.0004745538,0.000009635904,0.0004473823],"genre_scores_gemma":[0.9966673,0.00004780009,0.001740098,0.00004772571,0.000003790341,0.00001978033,0.00130092,0.000004431691,0.0001681559],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003103843,"threshold_uncertainty_score":0.006171584,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09896817195305836,"score_gpt":0.4001836253582149,"score_spread":0.3012154534051566,"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."}}