{"id":"W2972411843","doi":"10.1111/vcp.12777","title":"Cytologic identification of fungal arthritis in a Labrador Retriever with disseminated <i>Talaromyces helicus</i> infection","year":2019,"lang":"en","type":"article","venue":"Veterinary Clinical Pathology","topic":"Fungal Infections and Studies","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pathology; Lameness; Medicine; Panniculitis; Metacarpus; Giant cell; Labrador Retriever; Joint effusion; Anatomy; Surgery","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":[0.0006013706,0.0001345316,0.0005879382,0.0001517552,0.00003466702,0.000005610316,0.00004608222,0.0002215804,0.00007662482],"category_scores_gemma":[0.0003676931,0.0001039131,0.0001054379,0.000398124,0.0002398045,0.00009437178,0.00005968578,0.0003337476,0.00006804572],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002666603,"about_ca_system_score_gemma":0.0000274432,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005262638,"about_ca_topic_score_gemma":0.00004151303,"domain_scores_codex":[0.998329,0.0002221992,0.000782983,0.0003711364,0.0001067168,0.0001879172],"domain_scores_gemma":[0.9990154,0.0002872897,0.0002320348,0.0002959999,0.0001195958,0.00004967165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001099256,0.0006525929,0.9060529,0.0001083755,0.00003718044,0.0005841989,0.00009336216,0.000004540716,0.08645587,0.00005263062,0.00007618041,0.004782899],"study_design_scores_gemma":[0.00190946,0.009679245,0.9842191,0.0001744192,0.00003117296,0.001521894,0.00006901034,0.0000407135,0.001662144,0.0000492969,0.0005298642,0.0001136593],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979727,0.0002879354,0.00004643705,0.0002419379,0.0004195941,0.00040085,0.00001469577,0.00005174444,0.0005640554],"genre_scores_gemma":[0.9983779,0.0008794469,0.0001645178,0.0001247066,0.00004813184,0.00003361109,0.0000244561,0.00001319156,0.0003339957],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08479372,"threshold_uncertainty_score":0.4237455,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0308760738793756,"score_gpt":0.3439476802300081,"score_spread":0.3130716063506325,"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."}}