{"id":"W2889013011","doi":"10.1645/18-12","title":"Further Characterization of Molecular Markers in Canine <i>Dirofilaria immitis</i> Infection","year":2018,"lang":"en","type":"article","venue":"Journal of Parasitology","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Dirofilaria immitis; Biology; Nematode; Parasite hosting; Dirofilaria; Pathology; Dirofilariasis; Helminths; Physiology; Veterinary medicine; Immunology; Zoology; Ecology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0001722159,0.00007909015,0.0003039953,0.0002545069,0.00001267218,0.000003855706,0.0000425848,0.00006969003,0.0002111773],"category_scores_gemma":[0.0001256689,0.0000648017,0.00008891088,0.0001861852,0.0001092763,0.00006984256,0.0000102785,0.0001177563,0.00001578055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007910653,"about_ca_system_score_gemma":0.0001905453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009702457,"about_ca_topic_score_gemma":0.00003504011,"domain_scores_codex":[0.9990743,0.0001164561,0.0003551086,0.00008508505,0.0001963349,0.0001726785],"domain_scores_gemma":[0.9992627,0.00003135252,0.0002258484,0.0001040168,0.0002474834,0.0001285859],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001146963,0.0003443579,0.704129,0.00002426206,0.0001721314,0.0006498372,0.0000672474,0.00000202845,0.2902898,0.00006306203,0.00007732857,0.003033926],"study_design_scores_gemma":[0.002145514,0.001568721,0.9521112,0.00008081169,0.00009665304,0.0006071692,0.00001503446,0.00004464438,0.04302659,0.00006706367,0.0001948258,0.0000417702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972505,0.00009723825,0.0008085574,0.0006078405,0.0002221765,0.0001323074,0.000006097851,0.000003419121,0.0008718453],"genre_scores_gemma":[0.9993756,0.0001061144,0.0002034415,0.0001184077,0.0001371964,0.000003408062,0.00001377538,0.000008713164,0.00003339138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2479822,"threshold_uncertainty_score":0.2642536,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009088324130295299,"score_gpt":0.3359316269633105,"score_spread":0.3268433028330152,"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."}}