{"id":"W2724219186","doi":"10.12968/coan.2017.22.7.404","title":"Self-assessment: proteinuria in a Labrador Retriever","year":2017,"lang":"en","type":"article","venue":"Companion animal","topic":"Veterinary Medicine and Surgery","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Medicine; Proteinuria; Pathological; Renal pathology; Pathology; Internal medicine; Kidney","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000446682,0.0001790951,0.0003171827,0.0001062028,0.0002517406,0.0001088872,0.0003933622,0.00009667446,0.0006268022],"category_scores_gemma":[0.00005890069,0.000166076,0.00007857545,0.00008262981,0.0000580352,0.0003795178,0.0002191466,0.0002948895,0.0002296795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001005151,"about_ca_system_score_gemma":0.00008971265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001654181,"about_ca_topic_score_gemma":0.0000169029,"domain_scores_codex":[0.998677,0.0001175416,0.0003020465,0.0003288296,0.0002397862,0.0003347645],"domain_scores_gemma":[0.9989791,0.00004298596,0.0001580796,0.0006712661,0.0000408592,0.0001077159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.006036712,0.002797855,0.7209796,0.0007751216,0.0002080835,0.03200091,0.0040874,8.98203e-7,0.1739579,0.01036339,0.02992541,0.0188667],"study_design_scores_gemma":[0.001286929,0.0009838599,0.9646621,0.0001044431,0.000008459859,0.0005358927,0.0001247353,0.002016408,0.00005422258,0.0000824815,0.02990444,0.0002360009],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9795002,0.00006184729,0.00003185745,0.0007495387,0.0003967389,0.0003464736,0.000005060001,0.000145497,0.01876273],"genre_scores_gemma":[0.9978248,0.00001356635,0.001402127,0.0001498637,0.0002729058,0.00003759305,0.000007048056,0.0000275572,0.0002645506],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2436825,"threshold_uncertainty_score":0.6863044,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07870744987613094,"score_gpt":0.3699442488401435,"score_spread":0.2912367989640126,"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."}}