{"id":"W3132267403","doi":"","title":"Medical Image Computing and Computer Assisted Intervention – MICCAI 2020, 23rd International Conference, Lima, Peru, October 4–8, 2020, Proceedings, Part VII (brain development and atlases; DWI and tractography; functional brain networks; neuroimaging; positron emission tomography)","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"COVID-19 diagnosis using AI","field":"Medicine","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":"","keywords":"Neuroimaging; Functional connectivity; Intervention (counseling); Computer science; Psychology; Neuroscience; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.003151609,0.0005465353,0.0006489803,0.0003610575,0.0004116266,0.0008435471,0.0004262353,0.0003789686,0.0001697754],"category_scores_gemma":[0.001303929,0.0005342462,0.000228566,0.0004504334,0.0005045421,0.0002224846,0.001946899,0.001302692,0.000002587599],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001292099,"about_ca_system_score_gemma":0.0003315683,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001838465,"about_ca_topic_score_gemma":0.0001449596,"domain_scores_codex":[0.9952761,0.001085344,0.0009273118,0.001438491,0.0008625446,0.0004102395],"domain_scores_gemma":[0.995218,0.001518576,0.0006356692,0.0004445475,0.001543225,0.000639964],"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":[0.000827966,0.004635561,0.2702176,0.003814063,0.001818591,0.0002921984,0.01740766,0.00003590679,0.01292679,0.003741993,0.2450893,0.4391924],"study_design_scores_gemma":[0.004904055,0.00001721119,0.5283962,0.0170757,0.0003342984,0.0005142699,0.0003441929,0.3731317,0.002559383,0.0002640215,0.07128361,0.001175406],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6372895,0.001431487,0.0811048,0.2773196,0.0006760857,0.001066924,0.00004996422,0.0003980621,0.0006635592],"genre_scores_gemma":[0.9542182,0.0009132573,0.03589724,0.005883441,0.0003203677,0.00006708489,0.002125823,0.00009576087,0.0004788343],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.438017,"threshold_uncertainty_score":0.9997109,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01972876449917347,"score_gpt":0.2706965339692714,"score_spread":0.2509677694700979,"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."}}