{"id":"W4293514804","doi":"10.3390/pathogens11080934","title":"Dirofilaria immitis: Genotyping Randomly Selected European Clinical Samples and USA Laboratory Isolates with Molecular Markers Associated with Macrocyclic Lactone Susceptibility and Resistance","year":2022,"lang":"en","type":"article","venue":"Pathogens","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Elanco Animal Health; Génome Québec","keywords":"Dirofilaria immitis; Genotyping; Biology; Genotype; SNP; Veterinary medicine; Drug resistance; Single-nucleotide polymorphism; SNP genotyping; Genetics; Medicine; Zoology; Helminths; Gene","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":[0.001233202,0.0003481111,0.0003103604,0.0009175394,0.000331325,0.0004607515,0.0002746308,0.000566143,0.000606547],"category_scores_gemma":[0.002032961,0.0001492025,0.0002281995,0.0008409066,0.0003742499,0.0001182253,0.0004050431,0.0001934014,0.0002415037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002748739,"about_ca_system_score_gemma":0.0002658442,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002697819,"about_ca_topic_score_gemma":0.006452641,"domain_scores_codex":[0.9983807,0.0005052957,0.0001738747,0.0004814002,0.0003156528,0.0001431502],"domain_scores_gemma":[0.999061,0.0001660497,0.0002755425,0.0001004102,0.0003137388,0.00008316873],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001385294,0.00042492,0.7445325,0.0001395343,0.0002184438,0.0009116965,0.001421986,0.0005509868,0.2251746,0.0002313751,0.001586542,0.02342221],"study_design_scores_gemma":[0.00005824742,0.0005094215,0.9650578,0.0000553992,0.0001244184,0.00274657,0.0006389138,0.0008392386,0.02559613,0.00005223123,0.004304085,0.00001738838],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965582,0.0001705415,0.001108985,0.00005201569,0.000007743727,0.00006941886,0.001068472,0.00001567715,0.0009488886],"genre_scores_gemma":[0.9907129,0.0001575584,0.004352841,0.0001822996,0.00001148417,0.00009683907,0.004014888,0.00001901673,0.0004521197],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002697819,"threshold_uncertainty_score":0.006521881,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01627114538269244,"score_gpt":0.2821800176148224,"score_spread":0.26590887223213,"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."}}