{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008127442,0.0002097015,0.000418625,0.00006711693,0.000305832,0.00004182906,0.0000666023,0.00003536198,0.0001019428],"category_scores_gemma":[0.000632414,0.0001635691,0.00004849027,0.0003978927,0.0002762246,0.0000488396,0.00008865364,0.0002980016,0.00000314083],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001177901,"about_ca_system_score_gemma":0.0002454874,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003425797,"about_ca_topic_score_gemma":0.0002666479,"domain_scores_codex":[0.9973133,0.001096071,0.0002751255,0.0005523136,0.0003484935,0.000414691],"domain_scores_gemma":[0.9986079,0.0003938598,0.0001110578,0.0002961481,0.0001861399,0.0004048652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008887226,0.0005356192,0.964451,0.00007017544,0.0009820133,0.002458035,0.0001465894,0.000002509208,0.02154241,0.00003362386,0.0001428437,0.0007479946],"study_design_scores_gemma":[0.00879598,0.00104365,0.988554,0.00009001231,0.0004425491,0.00004633262,0.0002133364,0.00004681693,0.0002345727,0.00001685558,0.0003163259,0.0001995915],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947834,0.002809421,0.0001273918,0.0002034997,0.00001357436,0.0006438208,0.0006314225,0.0000636664,0.000723816],"genre_scores_gemma":[0.9980863,0.0002108096,0.0009879225,0.000188192,0.00001801523,0.000056,0.0002351905,0.00004234818,0.0001751839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02410302,"threshold_uncertainty_score":0.6670156,"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."}}