{"id":"W3030345031","doi":"10.17742/image.br.11.1.9","title":"Imaging Human Breast Tumours in Different Species: How Human Are They?","year":2020,"lang":"en","type":"article","venue":"Imaginations Journal of Cross-Cultural Image Studies","topic":"Cancer Cells and Metastasis","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Xenotransplantation; Human breast; Transplantation; Breast cancer; Cancer; Computational biology; Computer science; Biology; Medicine; Data science; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00362569,0.0004231861,0.0003100605,0.001075743,0.0007695261,0.002708195,0.0005861888,0.001819565,0.003582028],"category_scores_gemma":[0.003172559,0.0003891072,0.0003254609,0.0004980818,0.004289468,0.003695201,0.0016081,0.002354821,0.00096525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007909008,"about_ca_system_score_gemma":0.0005547424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001425893,"about_ca_topic_score_gemma":0.003531642,"domain_scores_codex":[0.9992993,0.0003521641,0.00003393834,0.000102499,0.000141561,0.00007056473],"domain_scores_gemma":[0.9991702,0.0003670698,0.00008027837,0.0001784631,0.0001221395,0.00008198594],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0007423721,0.0002190797,0.0101919,0.002703301,0.000198487,0.002777535,0.0105956,0.00157803,0.2236213,0.2244209,0.04236967,0.4805819],"study_design_scores_gemma":[0.00003784724,0.0008378918,0.008497303,0.001779959,0.0001971581,0.02011697,0.01044777,0.001900066,0.07960988,0.09333615,0.7830354,0.0002036427],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1355918,0.3692724,0.2017931,0.1685786,0.00693499,0.0002081005,0.0006088922,0.0008041548,0.1162079],"genre_scores_gemma":[0.6079174,0.1699223,0.1534179,0.02783541,0.001429278,0.0002029147,0.0005386206,0.0006129637,0.03812332],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.00362569,"threshold_uncertainty_score":0.0191747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0634201188838568,"score_gpt":0.4052341822190235,"score_spread":0.3418140633351667,"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."}}