{"id":"W4405381335","doi":"10.1111/vcp.13403","title":"What is your diagnosis? Cerebrospinal fluid from a Labrador Retriever","year":2024,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Neurological diseases and metabolism","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Neutrophilia; Medicine; Leukocytosis; Myoclonic Jerk; Pleocytosis; Cerebrospinal fluid; Anesthesia; Neurological examination; Physical examination; Palpation; Pathology; Internal medicine; Surgery; Myoclonus","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004676598,0.001440773,0.001643448,0.002770266,0.002417748,0.002122149,0.002244167,0.008536655,0.002923403],"category_scores_gemma":[0.003864703,0.0006905432,0.001301207,0.001365515,0.00219681,0.003412336,0.001189782,0.005382956,0.001948986],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002479695,"about_ca_system_score_gemma":0.00135058,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01019505,"about_ca_topic_score_gemma":0.009191631,"domain_scores_codex":[0.9990851,0.00006929017,0.0001389995,0.0002238797,0.0002386687,0.0002440973],"domain_scores_gemma":[0.9987225,0.0003001159,0.0002648599,0.00006526087,0.0002032294,0.0004439695],"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":[0.00004392481,0.00003481552,0.004587185,0.00006632335,0.00001588777,0.9900708,0.0001573472,0.0001014829,0.0008010262,0.0001987818,0.001911484,0.002011107],"study_design_scores_gemma":[0.00001678727,0.0001092111,0.006166048,0.0002170305,0.00003651195,0.9882798,0.0007641255,0.0003572374,0.000825954,0.0006860119,0.002504661,0.00003658215],"study_design_candidate":"case_report","study_design_consensus":"case_report","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7788233,0.03881337,0.007620198,0.1220191,0.006426667,0.0006004763,0.001772169,0.0005428151,0.04338193],"genre_scores_gemma":[0.9467517,0.01344008,0.004203429,0.02557899,0.004949436,0.00005936627,0.0004057099,0.00009505893,0.00451627],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01019505,"threshold_uncertainty_score":0.02027142,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1713879759250225,"score_gpt":0.4137380265975372,"score_spread":0.2423500506725147,"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."}}