{"id":"W2912972393","doi":"10.31890/vttp.2018.02.04","title":"ALGORITHM OF DIAGNOSTICS OF LEAF-SHAPED PUSTULESl IN DOG","year":2018,"lang":"en","type":"article","venue":"VETERINARY SCIENCE TECHNOLOGIES OF ANIMAL HUSBANDRY AND NATURE MANAGEMENT","topic":"Infectious Diseases and Mycology","field":"Veterinary","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Pathology; Differential diagnosis; Dermatology; Diagnostic test; Clinical diagnosis; Veterinary medicine; Pediatrics","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":[0.0004016505,0.0001699766,0.0003374346,0.0009443939,0.00009446367,0.0000100062,0.0006016155,0.0002160579,0.00002709592],"category_scores_gemma":[0.0001817051,0.000149312,0.00005929623,0.001230022,0.002467346,0.0002014196,0.001028105,0.0002223761,0.000002101144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000318918,"about_ca_system_score_gemma":0.0000341078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001947725,"about_ca_topic_score_gemma":0.000004069675,"domain_scores_codex":[0.9985832,0.0000260343,0.0003843509,0.0004030032,0.0002661465,0.0003372822],"domain_scores_gemma":[0.9991178,0.0001009892,0.0002142188,0.0003958227,0.0001415279,0.00002967889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005123831,0.002443926,0.02141283,0.001972348,0.0002545495,0.001435429,0.0008132964,0.000003074153,0.5179167,0.09861008,0.0005222995,0.3494917],"study_design_scores_gemma":[0.003337158,0.1223577,0.7789939,0.0007751767,0.00021525,0.0004547222,0.01008869,0.001677013,0.06073263,0.01446738,0.005841177,0.001059244],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952095,0.00121488,0.0000946914,0.00007821169,0.0002039828,0.0003266095,0.00003250628,0.00009517773,0.002744434],"genre_scores_gemma":[0.9935049,0.001116447,0.005301512,0.00002406467,0.00001511938,0.00001423454,0.00000186008,0.00000771943,0.00001413617],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7575811,"threshold_uncertainty_score":0.909104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02011628449271828,"score_gpt":0.3246352096591683,"score_spread":0.30451892516645,"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."}}