{"id":"W2067509135","doi":"10.1136/inp.e4889","title":"Diagnostic approach to anaemia in cats","year":2012,"lang":"en","type":"article","venue":"In Practice","topic":"Blood groups and transfusion","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"","keywords":"CATS; Medicine; Anemia; Physiology; Intensive care medicine; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004963159,0.00006911474,0.0001291267,0.0001066302,0.00001329179,0.000006606066,0.00003991186,0.00006662025,0.00001740226],"category_scores_gemma":[0.001910743,0.00006134082,0.00001586011,0.0003465518,0.000008942265,0.000298599,0.00001802364,0.0002686664,0.0001174649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004969972,"about_ca_system_score_gemma":0.00002671603,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000945864,"about_ca_topic_score_gemma":0.00007383211,"domain_scores_codex":[0.9992812,0.00006182146,0.0001446997,0.0001325495,0.0001440165,0.0002357521],"domain_scores_gemma":[0.9990007,0.0006553667,0.00002314603,0.0001678276,0.00002253458,0.0001303776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004809751,0.005098138,0.9537116,0.0001299134,0.00003380772,0.0002454066,0.008203745,0.00005255161,0.00101858,0.003880508,0.001530351,0.02561441],"study_design_scores_gemma":[0.001607896,0.0001328452,0.9419172,0.0001078919,0.0001072297,0.0002354836,0.001039697,0.0000625569,0.0004167898,0.00002705536,0.05421549,0.0001298017],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8968811,0.0007616716,0.0001675145,0.003177672,0.0001733806,0.0004184037,8.417747e-7,0.00001780285,0.09840161],"genre_scores_gemma":[0.9931932,0.0001085677,0.004530189,0.001879698,0.000141704,0.00004607678,0.000004855507,0.00001170072,0.0000839729],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09831763,"threshold_uncertainty_score":0.2501406,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02254430407934021,"score_gpt":0.3157110830743657,"score_spread":0.2931667789950255,"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."}}