{"id":"W2345888047","doi":"10.1016/j.ijpara.2016.04.003","title":"Multi-scale occupancy approach to estimate Toxoplasma gondii prevalence and detection probability in tissues: an application and guide for field sampling","year":2016,"lang":"en","type":"article","venue":"International Journal for Parasitology","topic":"Toxoplasma gondii Research Studies","field":"Immunology and Microbiology","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canadian Food Inspection Agency; Environment and Climate Change Canada; Health Canada; University of Saskatchewan","funders":"Environment Canada; U.S. Fish and Wildlife Service; Government of Nunavut","keywords":"Toxoplasma gondii; Biology; Goose; Occupancy; Parasite hosting; Toxoplasmosis; Confidence interval; Zoology; Veterinary medicine; Ecology; Genetics; Virology; Statistics","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":[0.003735858,0.0007244656,0.001376681,0.001424814,0.001155758,0.0008487101,0.003014661,0.0009880136,0.005492605],"category_scores_gemma":[0.007030559,0.001058203,0.001778776,0.001162288,0.0006539318,0.0009602865,0.001744044,0.001332009,0.001371724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008027538,"about_ca_system_score_gemma":0.001225369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01220448,"about_ca_topic_score_gemma":0.02479936,"domain_scores_codex":[0.9979522,0.0009008109,0.0001338838,0.0004892951,0.0004161468,0.0001077093],"domain_scores_gemma":[0.9967514,0.001952387,0.0002774383,0.0005138115,0.0003990465,0.0001058917],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005449766,0.0008108079,0.1419617,0.00105422,0.001996608,0.0007085379,0.00202775,0.1720835,0.03773995,0.03579526,0.01392458,0.591352],"study_design_scores_gemma":[0.00004376229,0.0002340193,0.02667593,0.00005077201,0.0001558441,0.0006731671,0.0004482395,0.9367778,0.006396007,0.01806991,0.0103193,0.000155259],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01294921,0.00007388086,0.9850008,0.00004143574,0.0000260549,0.0002076303,0.0003906872,0.0007479449,0.0005623452],"genre_scores_gemma":[0.06478548,0.000056512,0.9324377,0.00003767948,0.00001342819,0.0006878547,0.0004409385,0.0001301297,0.001410425],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01220448,"threshold_uncertainty_score":0.02426684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04275821706326352,"score_gpt":0.4235483395275844,"score_spread":0.3807901224643209,"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."}}