{"id":"W3161620661","doi":"10.14264/75bfe3b","title":"Biomarkers and genetics of canine visceral haemangiosarcoma","year":2021,"lang":"en","type":"dissertation","venue":"The University of Queensland","topic":"Veterinary Oncology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Pathology; Lectin; Agglutinin; Glycoprotein; Immunohistochemistry; Antibody; Biomarker; Molecular biology; Medicine; Immunology; Biochemistry","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":[0.00018664,0.0001219469,0.00009429118,0.0006375454,0.00009774,0.0003184361,0.00009440525,0.0002414965,0.0007613897],"category_scores_gemma":[0.0001583622,0.000115034,0.0001509956,0.000260351,0.0002104873,0.0001636394,0.0001342737,0.0001792669,0.000135257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002869717,"about_ca_system_score_gemma":0.0001329379,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004622397,"about_ca_topic_score_gemma":0.0008930315,"domain_scores_codex":[0.9999218,0.0000110654,0.000004799559,0.00002570621,0.00002757381,0.000009156473],"domain_scores_gemma":[0.9999057,0.0000168801,0.00004676792,0.000003977317,0.00001783962,0.000008843221],"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":[0.0006137729,0.0001088337,0.1415134,0.0004708656,0.00008048036,0.001621327,0.0004000367,0.0008237048,0.8100259,0.002364055,0.001126392,0.04085138],"study_design_scores_gemma":[0.00001989282,0.0008377429,0.8026736,0.0001060243,0.0002057173,0.01109468,0.0005733848,0.002649795,0.1600188,0.001685224,0.02009458,0.00004063851],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924636,0.002494027,0.002238924,0.0001066835,0.00001230005,0.0000328945,0.0003384891,0.00003207843,0.002281043],"genre_scores_gemma":[0.9898682,0.002556844,0.004129381,0.0000674703,0.00001340488,0.00003526132,0.0006559837,0.000008931968,0.002664581],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0007613897,"threshold_uncertainty_score":0.002547085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02281752351735696,"score_gpt":0.2907071671594528,"score_spread":0.2678896436420958,"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."}}