{"id":"W4415812527","doi":"10.1111/vcp.70068","title":"What Is Your Diagnosis? Blood Smear From a North American Beaver ( <scp> <i>Castor canadensis</i> </scp> )","year":2025,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Ecology and biodiversity studies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; Shared Health","funders":"University of Saskatchewan","keywords":"Complete blood count; Clinical pathology; Blood smear; Hematology; Pneumonia; Blood count; Hematocrit; Cytology; Reference range","routes":{"ca_aff":true,"ca_fund":true,"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":[0.000302415,0.0006865868,0.0007667924,0.001768521,0.001099435,0.000972202,0.001311361,0.003202121,0.002531928],"category_scores_gemma":[0.001876098,0.000431099,0.0004339122,0.0008130264,0.000834961,0.00160046,0.0006625162,0.002675431,0.001455387],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007540858,"about_ca_system_score_gemma":0.0004143381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009190785,"about_ca_topic_score_gemma":0.01006005,"domain_scores_codex":[0.9995863,0.00005635298,0.00004823239,0.0000938872,0.0001241511,0.00009103739],"domain_scores_gemma":[0.999314,0.0001282756,0.0001029151,0.0000239313,0.0001710225,0.0002598421],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"case_report","study_design_gemma":"case_report","study_design_scores_codex":[0.0001145311,0.0001602616,0.0392982,0.0001908204,0.0000331125,0.9254477,0.000655736,0.0001754227,0.00370128,0.0004946164,0.01346713,0.01626119],"study_design_scores_gemma":[0.00001358979,0.0001692091,0.02528464,0.0005484496,0.00005047709,0.9568755,0.001841563,0.0008338135,0.001000856,0.0007819496,0.01255557,0.00004443496],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7726998,0.05904389,0.01095201,0.102136,0.005930356,0.0005274208,0.001415939,0.0003924656,0.04690218],"genre_scores_gemma":[0.9464461,0.01853575,0.006922402,0.01819682,0.003677531,0.00004582085,0.0004920331,0.00004863326,0.005634916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009190785,"threshold_uncertainty_score":0.01827461,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04240251706537721,"score_gpt":0.3063305125381795,"score_spread":0.2639279954728023,"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."}}