{"id":"W4322724678","doi":"10.2139/ssrn.4366636","title":"Factors Associated with Giardia Infection in Dogs in Southern Ontario, Canada","year":2023,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Parasitic Infections and Diagnostics","field":"Immunology and Microbiology","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Giardia; Geography; Environmental health; Medicine; Veterinary medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002525135,0.0002630539,0.0002868109,0.001009513,0.002255128,0.001290287,0.0007589484,0.0004745923,0.001931329],"category_scores_gemma":[0.001107107,0.0002978792,0.0003255035,0.002326531,0.001035967,0.0002969248,0.0005878956,0.0006022195,0.0001795126],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01698684,"about_ca_system_score_gemma":0.01413576,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9835006,"about_ca_topic_score_gemma":0.9934304,"domain_scores_codex":[0.9994784,0.00004176948,0.00002861181,0.0000585958,0.0001680149,0.0002246554],"domain_scores_gemma":[0.9986792,0.0000783004,0.0003580188,0.00002299524,0.000459342,0.0004022179],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003386413,0.00001828492,0.9975641,0.00001518355,0.00001522464,0.0002610993,0.0005580595,0.00004332796,0.0001728526,0.00005085165,0.000424741,0.0008424715],"study_design_scores_gemma":[0.000001823572,0.00001371853,0.9969975,0.00002062445,0.000009526882,0.0001357061,0.002095359,0.00007124246,0.00002241934,0.00001111344,0.0006176226,0.000003326133],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996098,0.0003858789,0.00004307191,0.0002288881,0.000009023223,0.00001535499,0.0006493906,0.000004600189,0.002565672],"genre_scores_gemma":[0.9982252,0.0004193998,0.00008081051,0.00006612561,0.000006609309,0.000005806809,0.0003168195,0.000003104899,0.0008762011],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01698684,"threshold_uncertainty_score":0.1232487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01027845247948684,"score_gpt":0.2171736647171582,"score_spread":0.2068952122376714,"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."}}