{"id":"W2982380460","doi":"10.20546/ijcmas.2019.809.086","title":"Epidemiological Studies on Canine Microfilariosis due to Dirofilaria repens in and around Mangalore- a Coastal Region of Karnataka","year":2019,"lang":"en","type":"article","venue":"International Journal of Current Microbiology and Applied Sciences","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Microfilaria; Dirofilaria repens; Breed; Veterinary medicine; Epidemiology; Repens; Medicine; Biology; Filariasis; Helminths; Pathology; Animal science; Dirofilaria immitis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005296385,0.0000932809,0.0003561291,0.000245338,0.00002908648,0.00001013187,0.0001270423,0.00003664973,0.0000103551],"category_scores_gemma":[0.0002260185,0.00005731247,0.00004579277,0.00008467313,0.0003733062,0.0000393596,0.00008380593,0.0001521205,0.000003905375],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003995682,"about_ca_system_score_gemma":0.00008668266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000004766642,"about_ca_topic_score_gemma":0.00001416085,"domain_scores_codex":[0.9991323,0.00005693429,0.000345731,0.0001917789,0.0001303837,0.0001428648],"domain_scores_gemma":[0.999248,0.0003030192,0.000186025,0.00004856897,0.0001210951,0.00009329784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003541448,0.0008295068,0.658197,0.00007026771,0.0005059569,0.0004172261,0.00068765,0.000110731,0.3185791,0.0107192,0.0007599086,0.005582006],"study_design_scores_gemma":[0.01200275,0.008578826,0.8518354,0.00257462,0.000181822,0.008042857,0.004407259,0.00009592379,0.1048631,0.004342309,0.002566534,0.0005086289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961148,0.001689152,0.00002344955,0.001502708,0.0002748113,0.0001640317,0.00002811547,0.000001712958,0.0002012032],"genre_scores_gemma":[0.9991279,0.0003463871,0.0002266148,0.0002170454,0.00004992934,0.000003635381,0.000007663205,0.000001822484,0.0000190125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.213716,"threshold_uncertainty_score":0.2337135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07179071130496506,"score_gpt":0.3999885628324419,"score_spread":0.3281978515274768,"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."}}