{"id":"W3130979824","doi":"10.1007/978-3-030-59710-8","title":"Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part I (machine learning methodologies)","year":2020,"lang":"en","type":"other","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Hermeneutics and Narrative Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Okanagan University College; University of British Columbia, Okanagan Campus; University of British Columbia; Canada Research Chairs; University of Toronto","funders":"University of North Carolina at Chapel Hill; Southern University of Science and Technology; Siemens Healthineers; Shenzhen University; Shanghai Jiao Tong University; China West Normal University; Queen's University; Universität Wien; Centre National de la Recherche Scientifique; Medizinische Universität Wien; Chinese Academy of Sciences; Université de Strasbourg; Institut National de la Santé et de la Recherche Médicale; Istanbul Teknik Üniversitesi; Case Western Reserve University; University College London; Imperial College London; George Washington University; King's College London; University of Alberta; Xiamen University; Sorbonne Université; Nvidia; Johns Hopkins University; Children's National Hospital; Arizona State University; Nanyang Technological University; Novocure","keywords":"Artificial intelligence; Computer science; Spatial normalization; Medical imaging; Image registration; Medical physics; Deep learning; Visualization; Computer vision; Medicine; Image (mathematics)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"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":[0.003090442,0.001025638,0.0007463159,0.0021247,0.0006427768,0.002426235,0.00128987,0.001380361,0.03139092],"category_scores_gemma":[0.003995727,0.0004074762,0.0003876736,0.001787041,0.0009893978,0.002060547,0.002306875,0.001372942,0.01195078],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001596144,"about_ca_system_score_gemma":0.003216211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01032796,"about_ca_topic_score_gemma":0.01378559,"domain_scores_codex":[0.9992189,0.0001703847,0.00004476921,0.0001267627,0.0003537838,0.00008537451],"domain_scores_gemma":[0.9980425,0.0004155348,0.00005145557,0.000135539,0.0009939441,0.0003610661],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001687939,0.000119898,0.000498528,0.0003529052,0.00003417421,0.0000447359,0.00005269308,0.001202146,0.002711285,0.008905677,0.6068166,0.3790926],"study_design_scores_gemma":[0.00002646614,0.0001037588,0.005203261,0.0002846656,0.00003716645,0.0002769083,0.0001417263,0.02000722,0.006588703,0.0111151,0.9561778,0.00003729527],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02500506,0.2483964,0.2907255,0.05620383,0.0457223,0.0008993283,0.013923,0.01382327,0.3053012],"genre_scores_gemma":[0.0803671,0.1246797,0.1691657,0.003081705,0.008570204,0.0006759788,0.02707075,0.002727252,0.5836616],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03139092,"threshold_uncertainty_score":0.1050131,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03816503326531322,"score_gpt":0.2778849436721208,"score_spread":0.2397199104068076,"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."}}