{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000118729,0.00009375196,0.0003390758,0.000108612,0.00006273913,0.000001848652,0.0001119159,0.0001504696,0.0001926153],"category_scores_gemma":[0.00001922227,0.00008183737,0.00007580742,0.00010294,0.0002533466,0.00001197785,0.00006039234,0.0001631083,0.00000163421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002770275,"about_ca_system_score_gemma":0.0002225714,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000784382,"about_ca_topic_score_gemma":0.001265094,"domain_scores_codex":[0.9994051,0.00007654916,0.00009776155,0.0001397201,0.0001703819,0.0001104581],"domain_scores_gemma":[0.9993913,0.00006836991,0.0001040607,0.0002144602,0.000167274,0.00005454987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03008718,0.001242062,0.4469697,0.01283615,0.01050966,0.008772797,0.05321786,0.00002585348,0.3428918,0.0004004401,0.04936986,0.04367664],"study_design_scores_gemma":[0.003188448,0.001552155,0.9738842,0.0006563384,0.0009992832,0.0006679943,0.01247946,0.0002531767,0.002090039,0.00004573416,0.003986779,0.0001963445],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99066,0.00197919,0.000007143766,0.0005155782,0.00005171002,0.0002003321,0.00002664004,0.000005605329,0.006553817],"genre_scores_gemma":[0.9742067,0.001277309,0.0008770752,0.00001523243,0.00002869557,1.310943e-7,0.0003281166,0.00001511381,0.0232516],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5269145,"threshold_uncertainty_score":0.3337231,"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."}}